Publications

2021
  1. J. Lukasczyk, C. Garth, R. Maciejewski, and J. Tierny. Localized Topological Simplification of Scalar Data. IEEE Trans. Vis. Comput. Graph., vol. 27, no. 2, pp. 572–582, 2021. 10.1109/TVCG.2020.3030353
    @article{lgmt21,
      author = {Lukasczyk, Jonas and Garth, Christoph and Maciejewski, Ross and Tierny, Julien},
      title = {Localized Topological Simplification of Scalar Data},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      volume = {27},
      number = {2},
      pages = {572--582},
      year = {2021},
      url = {https://doi.org/10.1109/TVCG.2020.3030353},
      doi = {10.1109/TVCG.2020.3030353},
      timestamp = {Wed, 03 Feb 2021 15:48:32 +0100},
      biburl = {https://dblp.org/rec/journals/tvcg/LukasczykGMT21.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
    
2020
  1. K. Werner and C. Garth. Alternative Parameters for On-The-Fly Simplification of MergeTrees. In 20th Eurographics Symposium on Parallel Graphics and Visualization, Norrköping, Sweden, May 25, 2020, 2020, pp. 75–79. 10.2312/pgv.20201077
    @inproceedings{wg20,
      author = {Werner, Kilian and Garth, Christoph},
      booktitle = {20th Eurographics Symposium on Parallel Graphics and
      		  Visualization, Norrk{\"{o}}ping, Sweden, May 25, 2020},
      doi = {10.2312/pgv.20201077},
      editor = {Frey, Steffen and Huang, Jian and Sadlo, Filip},
      pages = {75--79},
      publisher = {Eurographics Association},
      timestamp = {Wed, 01 Jul 2020 12:28:28 +0200},
      title = {Alternative Parameters for On-The-Fly Simplification of
      		  MergeTrees},
      url = {https://doi.org/10.2312/pgv.20201077},
      year = {2020}
    }
    
  2. S. Sane, R. Bujack, C. Garth, and H. Childs. A Survey of Seed Placement and Streamline Selection Techniques. Comput. Graph. Forum, vol. 39, no. 3, pp. 785–809, 2020. 10.1111/cgf.14036
    @article{sbgc20,
      author = {Sane, Sudhanshu and Bujack, Roxana and Garth, Christoph and Childs, Hank},
      doi = {10.1111/cgf.14036},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {785--809},
      timestamp = {Tue, 11 Aug 2020 16:44:21 +0200},
      title = {A Survey of Seed Placement and Streamline Selection
      		  Techniques},
      url = {https://doi.org/10.1111/cgf.14036},
      volume = {39},
      year = {2020}
    }
    
  3. S. Miksch, H. Leitte, and M. Chen. Knowledge-Assisted Visualization and Guidance. In Foundations of Data Visualization, M. Chen, H. Hauser, P. Rheingans, and G. Scheuermann, Eds. Springer, 2020, pp. 61–85. 10.1007/978-3-030-34444-3_4
    @incollection{mlc20,
      author = {Miksch, Silvia and Leitte, Heike and Chen, Min},
      booktitle = {Foundations of Data Visualization},
      doi = {10.1007/978-3-030-34444-3\_4},
      editor = {Chen, Min and Hauser, Helwig and Rheingans, Penny and Scheuermann, Gerik},
      pages = {61--85},
      publisher = {Springer},
      timestamp = {Thu, 20 Aug 2020 18:46:21 +0200},
      title = {Knowledge-Assisted Visualization and Guidance},
      url = {https://doi.org/10.1007/978-3-030-34444-3\_4},
      year = {2020}
    }
    
  4. A. P. Lohfink, F. Wetzels, J. Lukasczyk, G. H. Weber, and C. Garth. Fuzzy Contour Trees: Alignment and Joint Layout of Multiple Contour Trees. Comput. Graph. Forum, vol. 39, no. 3, pp. 343–355, 2020. 10.1111/cgf.13985
    @article{lwlw+20,
      author = {Lohfink, Anna Pia and Wetzels, Florian and Lukasczyk, Jonas and Weber, Gunther H. and Garth, Christoph},
      doi = {10.1111/cgf.13985},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {343--355},
      timestamp = {Wed, 26 Aug 2020 11:04:47 +0200},
      title = {Fuzzy Contour Trees: Alignment and Joint Layout of
      		  Multiple Contour Trees},
      url = {https://doi.org/10.1111/cgf.13985},
      volume = {39},
      year = {2020}
    }
    
  5. J. Lukasczyk, C. Garth, G. H. Weber, T. Biedert, R. Maciejewski, and H. Leitte. Dynamic Nested Tracking Graphs. IEEE Trans. Vis. Comput. Graph., vol. 26, no. 1, pp. 249–258, 2020. 10.1109/TVCG.2019.2934368
    @article{lgwb+20,
      author = {Lukasczyk, Jonas and Garth, Christoph and Weber, Gunther H. and Biedert, Tim and Maciejewski, Ross and Leitte, Heike},
      doi = {10.1109/TVCG.2019.2934368},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {1},
      pages = {249--258},
      timestamp = {Mon, 15 Jun 2020 16:51:31 +0200},
      title = {Dynamic Nested Tracking Graphs},
      url = {https://doi.org/10.1109/TVCG.2019.2934368},
      volume = {26},
      year = {2020}
    }
    
  6. S. Sane, A. Yenpure, R. Bujack, M. Larsen, K. Moreland, C. Garth, and H. Childs. Scalable In Situ Lagrangian Flow Map Extraction: Demonstrating the Viability of a Communication-Free Model. CoRR, vol. abs/2004.02003, 2020. arXiv:2004.02003
    @article{sybl+20,
      archiveprefix = {arXiv},
      author = {Sane, Sudhanshu and Yenpure, Abhishek and Bujack, Roxana and Larsen, Matthew and Moreland, Kenneth and Garth, Christoph and Childs, Hank},
      eprint = {2004.02003},
      journal = {CoRR},
      timestamp = {Wed, 08 Apr 2020 17:08:25 +0200},
      title = {Scalable In Situ Lagrangian Flow Map Extraction:
      		  Demonstrating the Viability of a Communication-Free Model},
      url = {https://arxiv.org/abs/2004.02003},
      volume = {abs/2004.02003},
      year = {2020}
    }
    
  7. A. P. Lohfink, S. D. Antón, H. D. Schotten, H. Leitte, and C. Garth. Security in Process: Visually Supported Triage Analysis in Industrial Process Data. IEEE Trans. Vis. Comput. Graph., vol. 26, no. 4, pp. 1638–1649, 2020. 10.1109/TVCG.2020.2969007
    @article{lasl+20,
      author = {Lohfink, Anna Pia and Ant{\'{o}}n, Simon Duque and Schotten, Hans Dieter and Leitte, Heike and Garth, Christoph},
      doi = {10.1109/TVCG.2020.2969007},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {4},
      pages = {1638--1649},
      timestamp = {Sat, 30 May 2020 19:47:52 +0200},
      title = {Security in Process: Visually Supported Triage Analysis in
      		  Industrial Process Data},
      url = {https://doi.org/10.1109/TVCG.2020.2969007},
      volume = {26},
      year = {2020}
    }
    
    Abstract: Operation technology networks, i.e. hard- and software used for monitoring and controlling physical/industrial processes, have been considered immune to cyber attacks for a long time. A recent increase of attacks in these networks proves this assumption wrong. Several technical constraints lead to approaches to detect attacks on industrial processes using available sensor data. This setting differs fundamentally from anomaly detection in IT-network traffic and requires new visualization approaches adapted to the common periodical behavior in OT-network data. We present a tailored visualization system that utilizes inherent features of measurements from industrial processes to full capacity to provide insight into the data and support triage analysis by laymen and experts. The novel combination of spiral plots with results from anomaly detection was implemented in an interactive system. The capabilities of our system are demonstrated using sensor and actuator data from a real-world water treatment process with introduced attacks. Exemplary analysis strategies are presented. Finally, we evaluate effectiveness and usability of our system and perform an expert evaluation.
  8. I. Hotz, R. Bujack, C. Garth, and B. Wang. Mathematical Foundations in Visualization. In Foundations of Data Visualization, M. Chen, H. Hauser, P. Rheingans, and G. Scheuermann, Eds. Springer, 2020, pp. 87–119. 10.1007/978-3-030-34444-3_5
    @incollection{hbgw20,
      author = {Hotz, Ingrid and Bujack, Roxana and Garth, Christoph and Wang, Bei},
      booktitle = {Foundations of Data Visualization},
      doi = {10.1007/978-3-030-34444-3\_5},
      editor = {Chen, Min and Hauser, Helwig and Rheingans, Penny and Scheuermann, Gerik},
      pages = {87--119},
      publisher = {Springer},
      timestamp = {Thu, 20 Aug 2020 18:53:06 +0200},
      title = {Mathematical Foundations in Visualization},
      url = {https://doi.org/10.1007/978-3-030-34444-3\_5},
      year = {2020}
    }
    
  9. H. Childs et al. A Terminology for In Situ Visualization and Analysis Systems. International Journal of High Performance Computing Applications, vol. 34, no. 6, pp. 676–691, Nov. 2020. 10.1177/1094342020935991
    @article{caab+20,
      author = {Childs, Hank and Ahern, Sean D. and Ahrens, James and Bauer, Andrew C. and Bennett, Janine and Bethel, E. Wes and Bremer, Peer-Timo and Brugger, Eric and Cottam, Joseph and Dorier, Matthieu and Dutta, Soumya and Favre, Jean M. and Fogal, Thomas and Frey, Steffen and Garth, Christoph and Geveci, Berk and Godoy, William F. and Hansen, Charles D. and Harrison, Cyrus and Hentschel, Bernd and Insley, Joseph and Johnson, Chris R. and Klasky, Scott and Knoll, Aaron and Kress, James and Larsen, Matthew and Lofstead, Jay and Ma, Kwan-Liu and Malakar, Preeti and Meredith, Jeremy and Moreland, Kenneth and Navr\'{a}til, Paul and O'Leary, Patrick and Parashar, Manish and Pascucci, Valerio and Patchett, John and Peterka, Tom and Petruzza, Steve and Podhorszki, Norbert and Pugmire, David and Rasquin, Michel and Rizzi, Silvio and Rogers, David H. and Sane, Sudhanshu and Sauer, Franz and Sisneros, Robert and Shen, Han-Wei and Usher, Will and Vickery, Rhonda and Vishwanath, Venkatram and Wald, Ingo and Wang, Ruonan and Weber, Gunther H. and Whitlock, Brad and Wolf, Matthew and Yu, Hongfeng and Ziegeler, Sean B.},
      doi = {10.1177/1094342020935991},
      journal = {International Journal of High Performance Computing
      		  Applications},
      month = nov,
      number = {6},
      pages = {676--691},
      title = {{A Terminology for In Situ Visualization and Analysis
      		  Systems}},
      volume = {34},
      year = {2020}
    }
    
  10. R. Bujack, L. Yan, I. Hotz, C. Garth, and B. Wang. State of the Art in Time-Dependent Flow Topology: Interpreting Physical Meaningfulness Through Mathematical Properties. Comput. Graph. Forum, vol. 39, no. 3, pp. 811–835, 2020. 10.1111/cgf.14037
    @article{byhg+20,
      author = {Bujack, Roxana and Yan, Lin and Hotz, Ingrid and Garth, Christoph and Wang, Bei},
      doi = {10.1111/cgf.14037},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {811--835},
      timestamp = {Wed, 26 Aug 2020 11:04:47 +0200},
      title = {State of the Art in Time-Dependent Flow Topology:
      		  Interpreting Physical Meaningfulness Through Mathematical
      		  Properties},
      url = {https://doi.org/10.1111/cgf.14037},
      volume = {39},
      year = {2020}
    }
    
  11. G. Aldrich, J. Lukasczyk, J. D. Hyman, G. Srinivasan, H. S. Viswanathan, C. Garth, H. Leitte, J. P. Ahrens, and B. Hamann. A Query-Based Framework for Searching, Sorting, and Exploring Data Ensembles. Comput. Sci. Eng., vol. 22, no. 2, pp. 64–76, 2020. 10.1109/MCSE.2019.2908104
    @article{alhs+20,
      author = {Aldrich, Garrett and Lukasczyk, Jonas and Hyman, Jeffrey D. and Srinivasan, Gowri and Viswanathan, Hari S. and Garth, Christoph and Leitte, Heike and Ahrens, James P. and Hamann, Bernd},
      doi = {10.1109/MCSE.2019.2908104},
      journal = {Comput. Sci. Eng.},
      number = {2},
      pages = {64--76},
      timestamp = {Thu, 19 Mar 2020 10:24:12 +0100},
      title = {A Query-Based Framework for Searching, Sorting, and
      		  Exploring Data Ensembles},
      url = {https://doi.org/10.1109/MCSE.2019.2908104},
      volume = {22},
      year = {2020}
    }
    
  12. A. Keksel, A. P. Lohfink, M. Eifler, C. Garth, and J. Seewig. Virtual topography measurement with transfer functions derived by fitted time series models. Measurement Science and Technology, vol. 31, no. 5, p. 055008, 2020. 10.1088/1361-6501/ab5131
    @article{klegs20,
      title = {Virtual topography measurement with transfer functions derived by fitted time series models},
      author = {Keksel, A and Lohfink, AP and Eifler, M and Garth, C and Seewig, J},
      journal = {Measurement Science and Technology},
      volume = {31},
      number = {5},
      pages = {055008},
      year = {2020},
      publisher = {IOP Publishing},
      doi = {10.1088/1361-6501/ab5131},
      url = {https://doi.org/10.1088/1361-6501/ab5131}
    }
    
2019
  1. B. Rieck, F. Sadlo, and H. Leitte. Topological Machine Learning with Persistence Indicator Functions. CoRR, vol. abs/1907.13496, 2019. arXiv:abs/1907.13496
    @article{rsl19,
      archiveprefix = {arXiv},
      author = {Rieck, Bastian and Sadlo, Filip and Leitte, Heike},
      eprint = {1907.13496},
      journal = {CoRR},
      timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
      title = {Topological Machine Learning with Persistence Indicator
      		  Functions},
      url = {http://arxiv.org/abs/1907.13496},
      volume = {abs/1907.13496},
      year = {2019}
    }
    
  2. B. Rieck, M. Banagl, F. Sadlo, and H. Leitte. Persistent Intersection Homology for the Analysis of Discrete Data. CoRR, vol. abs/1907.13485, 2019. arXiv:abs/1907.13485
    @article{rbsl19,
      archiveprefix = {arXiv},
      author = {Rieck, Bastian and Banagl, Markus and Sadlo, Filip and Leitte, Heike},
      eprint = {1907.13485},
      journal = {CoRR},
      timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
      title = {Persistent Intersection Homology for the Analysis of
      		  Discrete Data},
      url = {http://arxiv.org/abs/1907.13485},
      volume = {abs/1907.13485},
      year = {2019}
    }
    
  3. C. P. Kappe, M. Böttinger, and H. Leitte. Topology-based Feature Detection in Climate Data. In 7th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2019, Porto, Portugal, June 3, 2019, 2019, pp. 9–16. 10.2312/envirvis.20191099
    @inproceedings{kbl19b,
      author = {Kappe, Christopher P. and B{\"{o}}ttinger, Michael and Leitte, Heike},
      booktitle = {7th Workshop on Visualisation in Environmental Sciences,
      		  EnvirVis@EuroVis 2019, Porto, Portugal, June 3, 2019},
      doi = {10.2312/envirvis.20191099},
      editor = {Bujack, Roxana and Feige, Kathrin and Rink, Karsten and Zeckzer, Dirk},
      pages = {9--16},
      publisher = {Eurographics Association},
      timestamp = {Wed, 24 Jun 2020 16:15:01 +0200},
      title = {Topology-based Feature Detection in Climate Data},
      url = {https://doi.org/10.2312/envirvis.20191099},
      year = {2019}
    }
    
  4. C. P. Kappe, M. Böttinger, and H. Leitte. Exploring Variability within Ensembles of Decadal Climate Predictions. IEEE Trans. Vis. Comput. Graph., vol. 25, no. 3, pp. 1499–1512, 2019. 10.1109/TVCG.2018.2810919
    @article{kbl19a,
      author = {Kappe, Christopher P. and B{\"{o}}ttinger, Michael and Leitte, Heike},
      doi = {10.1109/TVCG.2018.2810919},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {3},
      pages = {1499--1512},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      title = {Exploring Variability within Ensembles of Decadal Climate
      		  Predictions},
      url = {https://doi.org/10.1109/TVCG.2018.2810919},
      volume = {25},
      year = {2019}
    }
    
  5. C. P. Kappe, M. Böttinger, and H. Leitte. Analysis of Decadal Climate Predictions with User-guided Hierarchical Ensemble Clustering. Comput. Graph. Forum, vol. 38, no. 3, pp. 505–515, 2019. 10.1111/cgf.13706
    @article{kbl19,
      author = {Kappe, Christopher P. and B{\"{o}}ttinger, Michael and Leitte, Heike},
      doi = {10.1111/cgf.13706},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {505--515},
      timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
      title = {Analysis of Decadal Climate Predictions with User-guided
      		  Hierarchical Ensemble Clustering},
      url = {https://doi.org/10.1111/cgf.13706},
      volume = {38},
      year = {2019}
    }
    
  6. M. Falk, C. Garth, C. Gueunet, J. A. Levine, J. Lukasczyk, J. Tierny, and J. Vidal. Topological Data Analysis Made Easy with the Topology ToolKit, A Sequel. Vancouver, Canada, Oct. 2019. https://hal.archives-ouvertes.fr/hal-02267191
    @inproceedings{fggl+19,
      address = {Vancouver, Canada},
      author = {Falk, Martin and Garth, Christoph and Gueunet, Charles and Levine, Joshua A and Lukasczyk, Jonas and Tierny, Julien and Vidal, Jules},
      booktitle = {{IEEE VIS Tutorials}},
      hal_id = {hal-02267191},
      hal_version = {v1},
      month = oct,
      pdf = {https://hal.archives-ouvertes.fr/hal-02267191/file/template.pdf},
      title = {{Topological Data Analysis Made Easy with the Topology
      		  ToolKit, A Sequel}},
      url = {https://hal.archives-ouvertes.fr/hal-02267191},
      year = {2019}
    }
    
  7. H. Childs, J. Bennett, C. Garth, B. Hentschel, and T.-M. Rhyne. In Situ Visualization for Computational Science. IEEE Computer Graphics and Applications, vol. 39, no. 6, pp. 76–85, 2019. 10.1109/MCG.2019.2936674
    @article{cbgh+19,
      author = {Childs, Hank and Bennett, Janine and Garth, Christoph and Hentschel, Bernd and Rhyne, Theresa{-}Marie},
      doi = {10.1109/MCG.2019.2936674},
      journal = {{IEEE} Computer Graphics and Applications},
      number = {6},
      pages = {76--85},
      timestamp = {Sat, 30 May 2020 19:57:33 +0200},
      title = {In Situ Visualization for Computational Science},
      url = {https://doi.org/10.1109/MCG.2019.2936674},
      volume = {39},
      year = {2019}
    }
    
  8. T. Bin Masood et al. An Overview of the Topology ToolKit. Nykoping, Sweden, Jun. 2019. https://hal.archives-ouvertes.fr/hal-02159838
    @inproceedings{b-mbff+19,
      address = {Nykoping, Sweden},
      author = {Bin Masood, Talha and Budin, Joseph and Falk, Martin and Favelier, Guillaume and Garth, Christoph and Gueunet, Charles and Guillou, Pierre and Hofmann, Lutz and Hristov, Petar and Kamakshidasan, Adhitya and Kappe, Christopher and Klacansky, Pavol and Laurin, Patrick and Levine, Joshua A and Lukasczyk, Jonas and Sakurai, Daisuke and Soler, Maxime and Steneteg, Peter and Tierny, Julien and Usher, Will and Vidal, Jules and Wozniak, Michal},
      booktitle = {{TopoInVis 2019 - Topological Methods in Data Analysis and
      		  Visualization}},
      hal_id = {hal-02159838},
      hal_version = {v3},
      month = jun,
      pdf = {https://hal.archives-ouvertes.fr/hal-02159838v3/file/paper.pdf},
      title = {{An Overview of the Topology ToolKit}},
      url = {https://hal.archives-ouvertes.fr/hal-02159838},
      year = {2019}
    }
    
  9. S. D. D. Antón, A. P. Lohfink, C. Garth, and H. D. Schotten. Security in Process: Detecting Attacks in Industrial Process Data. In Proceedings of the Third Central European Cybersecurity Conference, CECC 2019, Munich, Germany, November 14-15, 2019, 2019, pp. 5:1–5:6. 10.1145/3360664.3360669
    @inproceedings{algs19,
      author = {Ant{\'{o}}n, Simon D. Duque and Lohfink, Anna Pia and Garth, Christoph and Schotten, Hans Dieter},
      booktitle = {Proceedings of the Third Central European Cybersecurity
      		  Conference, {CECC} 2019, Munich, Germany, November 14-15,
      		  2019},
      doi = {10.1145/3360664.3360669},
      pages = {5:1--5:6},
      publisher = {{ACM}},
      timestamp = {Fri, 27 Dec 2019 21:19:53 +0100},
      title = {Security in Process: Detecting Attacks in Industrial
      		  Process Data},
      url = {https://doi.org/10.1145/3360664.3360669},
      year = {2019}
    }
    
  10. S. D. D. Antón, A. P. Lohfink, and H. D. Schotten. Discussing the Feasibility of Acoustic Sensors for Side Channel-aided Industrial Intrusion Detection: An Essay. In Proceedings of the Third Central European Cybersecurity Conference, 2019, pp. 1–4. 10.1145/3360664.3360667
    @inproceedings{als19,
      author = {Ant{\'{o}}n, Simon D. Duque and Lohfink, Anna Pia and Schotten, Hans Dieter},
      title = {Discussing the Feasibility of Acoustic Sensors for Side Channel-aided Industrial Intrusion Detection: An Essay},
      booktitle = {Proceedings of the Third Central European Cybersecurity Conference},
      pages = {1--4},
      year = {2019},
      url = {https://doi.org/10.1145/3360664.3360667},
      doi = {10.1145/3360664.3360667}
    }
    
  11. B. Zheng, B. Rieck, H. Leitte, and F. Sadlo. Visualization of Equivalence in 2D Bivariate Fields. Comput. Graph. Forum, vol. 38, no. 3, pp. 311–323, 2019. 10.1111/cgf.13691
    @article{zrls19,
      author = {Zheng, Boyan and Rieck, Bastian and Leitte, Heike and Sadlo, Filip},
      doi = {10.1111/cgf.13691},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {311--323},
      timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
      title = {Visualization of Equivalence in 2D Bivariate Fields},
      url = {https://doi.org/10.1111/cgf.13691},
      volume = {38},
      year = {2019}
    }
    
2018
  1. S. Li, N. Marsaglia, C. Garth, J. L. Woodring, J. Clyne, and H. Childs. Data Reduction Techniques for Simulation, Visualization and Data Analysis. Computer Graphics Forum, vol. 37, no. 6, pp. 422–447, 2018. 10.1111/cgf.13336
    @article{lmgw+18,
      author = {Li, Samuel and Marsaglia, Nicole and Garth, Christoph and Woodring, Jonathan L. and Clyne, John and Childs, Hank},
      doi = {10.1111/cgf.13336},
      journal = {Computer Graphics Forum},
      number = {6},
      pages = {422--447},
      title = {Data Reduction Techniques for Simulation, Visualization
      		  and Data Analysis},
      volume = {37},
      year = {2018}
    }
    
    Abstract: Abstract Data reduction is increasingly being applied to scientific data for numerical simulations, scientific visualizations and data analyses. It is most often used to lower I/O and storage costs, and sometimes to lower in-memory data size as well. With this paper, we consider five categories of data reduction techniques based on their information loss: (1) truly lossless, (2) near lossless, (3) lossy, (4) mesh reduction and (5) derived representations. We then survey available techniques in each of these categories, summarize their properties from a practical point of view and discuss relative merits within a category. We believe, in total, this work will enable simulation scientists and visualization/data analysis scientists to decide which data reduction techniques will be most helpful for their needs.
  2. J. Lukasczyk, E. Kinner, J. P. Ahrens, H. Leitte, and C. Garth. VOIDGA: A View-Approximation Oriented Image Database Generation Approach. In 8th IEEE Symposium on Large Data Analysis and Visualization, LDAV 2018, Berlin, Germany, October 21, 2018, 2018, pp. 12–22. 10.1109/LDAV.2018.8739204
    @inproceedings{lkal+18,
      author = {Lukasczyk, Jonas and Kinner, Eric and Ahrens, James P. and Leitte, Heike and Garth, Christoph},
      booktitle = {8th {IEEE} Symposium on Large Data Analysis and
      		  Visualization, {LDAV} 2018, Berlin, Germany, October 21,
      		  2018},
      doi = {10.1109/LDAV.2018.8739204},
      pages = {12--22},
      publisher = {{IEEE}},
      timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
      title = {{VOIDGA:} {A} View-Approximation Oriented Image Database
      		  Generation Approach},
      url = {https://doi.org/10.1109/LDAV.2018.8739204},
      year = {2018}
    }
    
  3. M. W. Hlawitschka, J. Schäfer, L. Jöckel, M. Hummel, C. Garth, and H.-J. Bart. CFD Simulation and Visualization of Reactive Bubble Columns. Journal of Chemical Engineering of Japan, vol. 51, no. 4, pp. 356–365, 2018.
    @article{hsjh+18,
      author = {Hlawitschka, Mark Werner and Sch{\"a}fer, Jan and J{\"o}ckel, Lisa and Hummel, Mathias and Garth, Christoph and Bart, Hans-J{\"o}rg},
      journal = {Journal of Chemical Engineering of Japan},
      keywords = {check},
      number = {4},
      pages = {356--365},
      publisher = {The Society of Chemical Engineers, Japan},
      title = {CFD Simulation and Visualization of Reactive Bubble
      		  Columns},
      volume = {51},
      year = {2018}
    }
    
  4. K. Hanser et al. Visualization of Parameter Sensitivity of 2D Time-Dependent Flow. In Advances in Visual Computing - 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19-21, 2018, Proceedings, 2018, vol. 11241, pp. 359–370. 10.1007/978-3-030-03801-4_32
    @inproceedings{hkrw+18,
      author = {Hanser, Karsten and Klein, Ole and Rieck, Bastian and Wiebe, Bettina and Selz, Tobias and Piatkowski, Marian and Sagrist{\`{a}}, Antoni and Zheng, Boyan and Luk{\'{a}}cov{\'{a}}{-}Medvid'ov{\'{a}}, M{\'{a}}ria and Craig, George and Leitte, Heike and Sadlo, Filip},
      booktitle = {Advances in Visual Computing - 13th International
      		  Symposium, {ISVC} 2018, Las Vegas, NV, USA, November 19-21,
      		  2018, Proceedings},
      doi = {10.1007/978-3-030-03801-4\_32},
      editor = {Bebis, George and Boyle, Richard and Parvin, Bahram and Koracin, Darko and Turek, Matt and Ramalingam, Srikumar and Xu, Kai and Lin, Stephen and Alsallakh, Bilal and Yang, Jing and Cuervo, Eduardo and Ventura, Jonathan},
      pages = {359--370},
      publisher = {Springer},
      series = {Lecture Notes in Computer Science},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      title = {Visualization of Parameter Sensitivity of 2D
      		  Time-Dependent Flow},
      url = {https://doi.org/10.1007/978-3-030-03801-4\_32},
      volume = {11241},
      year = {2018}
    }
    
  5. T. Biedert, J.-T. Sohns, S. Schröder, J. Amstutz, I. Wald, and C. Garth. Direct Raytracing of Particle-based Fluid Surfaces Using Anisotropic Kernels. In EGPGV 2018: Eurographics Symposium on Parallel Graphics and Visualization, Brno, Czech Republic, June 4, 2018, 2018, pp. 1–11. 10.2312/pgv20181090
    @inproceedings{bssa+18,
      author = {Biedert, Tim and Sohns, Jan{-}Tobias and Schr{\"{o}}der, Simon and Amstutz, Jefferson and Wald, Ingo and Garth, Christoph},
      booktitle = {{EGPGV} 2018: Eurographics Symposium on Parallel Graphics
      		  and Visualization, Brno, Czech Republic, June 4, 2018},
      doi = {10.2312/pgv20181090},
      pages = {1--11},
      timestamp = {Thu, 05 Jul 2018 15:37:07 +0200},
      title = {Direct Raytracing of Particle-based Fluid Surfaces Using
      		  Anisotropic Kernels},
      url = {https://doi.org/10.2312/pgv20181090},
      year = {2018}
    }
    
  6. T. Biedert, P. Messmer, T. Fogal, and C. Garth. Hardware-Accelerated Multi-Tile Streaming for Realtime Remote Visualization. In EGPGV 2018: Eurographics Symposium on Parallel Graphics and Visualization, Brno, Czech Republic, June 4, 2018, 2018, pp. 33–43. 10.2312/pgv20181093
    @inproceedings{bmfg18,
      author = {Biedert, Tim and Messmer, Peter and Fogal, Thomas and Garth, Christoph},
      booktitle = {{EGPGV} 2018: Eurographics Symposium on Parallel Graphics
      		  and Visualization, Brno, Czech Republic, June 4, 2018},
      doi = {10.2312/pgv20181093},
      pages = {33--43},
      timestamp = {Thu, 05 Jul 2018 15:37:07 +0200},
      title = {Hardware-Accelerated Multi-Tile Streaming for Realtime
      		  Remote Visualization},
      url = {https://doi.org/10.2312/pgv20181093},
      year = {2018}
    }
    
  7. J. C. Bennett, H. Childs, C. Garth, and B. Hentschel. In Situ Visualization for Computational Science (Dagstuhl Seminar 18271). Dagstuhl Reports, vol. 8, no. 7, pp. 1–43, 2018. 10.4230/DagRep.8.7.1
    @article{bcgh18,
      author = {Bennett, Janine C. and Childs, Hank and Garth, Christoph and Hentschel, Bernd},
      doi = {10.4230/DagRep.8.7.1},
      journal = {Dagstuhl Reports},
      number = {7},
      pages = {1--43},
      timestamp = {Thu, 24 Jan 2019 09:17:46 +0100},
      title = {In Situ Visualization for Computational Science (Dagstuhl
      		  Seminar 18271)},
      url = {https://doi.org/10.4230/DagRep.8.7.1},
      volume = {8},
      year = {2018}
    }
    
  8. B. Rieck, U. Fugacci, J. Lukasczyk, and H. Leitte. Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks. IEEE Trans. Vis. Comput. Graph., vol. 24, no. 1, pp. 822–831, 2018. 10.1109/TVCG.2017.2744321
    @article{rfll18,
      author = {Rieck, Bastian and Fugacci, Ulderico and Lukasczyk, Jonas and Leitte, Heike},
      doi = {10.1109/TVCG.2017.2744321},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {1},
      pages = {822--831},
      timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
      title = {Clique Community Persistence: {A} Topological Visual
      		  Analysis Approach for Complex Networks},
      url = {https://doi.org/10.1109/TVCG.2017.2744321},
      volume = {24},
      year = {2018}
    }
    
2017
  1. T. Vierjahn, A. Schnorr, B. Weyers, D. Denker, I. Wald, C. Garth, T. W. Kuhlen, and B. Hentschel. Interactive Exploration of Dissipation Element Geometry. In EGPGV17: Eurographics Symposium on Parallel Graphics and Visualization, Barcelona, Spain, June 12-13, 2017, 2017, pp. 53–62. 10.2312/pgv.20171093
    @inproceedings{vswd+17,
      author = {Vierjahn, Tom and Schnorr, Andrea and Weyers, Benjamin and Denker, Dominik and Wald, Ingo and Garth, Christoph and Kuhlen, Torsten W. and Hentschel, Bernd},
      booktitle = {{EGPGV17:} Eurographics Symposium on Parallel Graphics and
      		  Visualization, Barcelona, Spain, June 12-13, 2017},
      doi = {10.2312/pgv.20171093},
      pages = {53--62},
      timestamp = {Wed, 01 Aug 2018 19:38:46 +0200},
      title = {Interactive Exploration of Dissipation Element Geometry},
      url = {https://doi.org/10.2312/pgv.20171093},
      year = {2017}
    }
    
  2. M. Hummel, L. Jöckel, J. Schäfer, M. W. Hlawitschka, and C. Garth. Visualizing Probabilistic Multi-Phase Fluid Simulation Data using a Sampling Approach. Comput. Graph. Forum, vol. 36, no. 3, pp. 469–477, 2017. 10.1111/cgf.13203
    @article{hjsh+17a,
      author = {Hummel, Mathias and J{\"{o}}ckel, L. and Sch{\"{a}}fer, J. and Hlawitschka, Mark W. and Garth, Christoph},
      doi = {10.1111/cgf.13203},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {469--477},
      timestamp = {Thu, 09 Aug 2018 12:03:06 +0200},
      title = {Visualizing Probabilistic Multi-Phase Fluid Simulation
      		  Data using a Sampling Approach},
      url = {https://doi.org/10.1111/cgf.13203},
      volume = {36},
      year = {2017}
    }
    
  3. M. Hummel, L. Jöckel, J. Schäfer, M. W. Hlawitschka, and C. Garth. Evaluating Sampling Strategies for Visualizing Uncertain Multi-Phase Fluid Simulation Data. In Applied Mechanics and Materials, 2017, vol. 869, pp. 139–148. 10.4028/www.scientific.net/AMM.869.139
    @inproceedings{hjsh+17,
      author = {Hummel, Mathias and J{\"o}ckel, Lisa and Sch{\"a}fer, Jan and Hlawitschka, Mark W and Garth, Christoph},
      booktitle = {Applied Mechanics and Materials},
      organization = {Trans Tech Publ},
      pages = {139--148},
      title = {Evaluating Sampling Strategies for Visualizing Uncertain
      		  Multi-Phase Fluid Simulation Data},
      volume = {869},
      year = {2017},
      doi = {10.4028/www.scientific.net/AMM.869.139}
    }
    
  4. J. Lukasczyk, G. H. Weber, R. Maciejewski, C. Garth, and H. Leitte. Nested Tracking Graphs. Comput. Graph. Forum, vol. 36, no. 3, pp. 12–22, 2017. 10.1111/cgf.13164
    @article{lwmg+17,
      author = {Lukasczyk, Jonas and Weber, Gunther H. and Maciejewski, Ross and Garth, Christoph and Leitte, Heike},
      doi = {10.1111/cgf.13164},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {12--22},
      timestamp = {Mon, 17 Jul 2017 16:13:51 +0200},
      title = {Nested Tracking Graphs},
      url = {https://doi.org/10.1111/cgf.13164},
      volume = {36},
      year = {2017}
    }
    
  5. H. Carr, C. Garth, and T. Weinkauf, Eds. Topological Methods in Data Analysis and Visualization IV: Theory, Algorithms, and Applications. Springer International Publishing, 2017.
    @book{cgw17,
      editor = {Carr, Hamish and Garth, Christoph and Weinkauf, Tino},
      publisher = {Springer International Publishing},
      title = {Topological Methods in Data Analysis and Visualization IV:
      		  Theory, Algorithms, and Applications},
      year = {2017}
    }
    
  6. T. Biedert, K. Werner, B. Hentschel, and C. Garth. A Task-Based Parallel Rendering Component For Large-Scale Visualization Applications. In EGPGV17: Eurographics Symposium on Parallel Graphics and Visualization, Barcelona, Spain, June 12-13, 2017, 2017, pp. 63–71. 10.2312/pgv.20171094
    @inproceedings{bwhg17,
      author = {Biedert, Tim and Werner, Kilian and Hentschel, Bernd and Garth, Christoph},
      booktitle = {{EGPGV17:} Eurographics Symposium on Parallel Graphics and
      		  Visualization, Barcelona, Spain, June 12-13, 2017},
      doi = {10.2312/pgv.20171094},
      pages = {63--71},
      timestamp = {Wed, 01 Aug 2018 19:38:47 +0200},
      title = {A Task-Based Parallel Rendering Component For Large-Scale
      		  Visualization Applications},
      url = {https://doi.org/10.2312/pgv.20171094},
      year = {2017}
    }
    
  7. R. Bleile, L. Sugiyama, C. Garth, and H. Childs. Accelerating advection via approximate block exterior flow maps. In Visualization and Data Analysis 2017, Burlingame, CA, USA, 29 January 2017 - 2 February 2017, 2017, pp. 140–148. 10.2352/ISSN.2470-1173.2017.1.VDA-397
    @inproceedings{bsgc17,
      author = {Bleile, Ryan and Sugiyama, Linda and Garth, Christoph and Childs, Hank},
      booktitle = {Visualization and Data Analysis 2017, Burlingame, CA, USA,
      		  29 January 2017 - 2 February 2017},
      doi = {10.2352/ISSN.2470-1173.2017.1.VDA-397},
      pages = {140--148},
      timestamp = {Mon, 20 Aug 2018 10:42:24 +0200},
      title = {Accelerating advection via approximate block exterior flow
      		  maps},
      url = {https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-397},
      year = {2017}
    }
    
  8. L. Huettenberger, K. Feige, M. Böttinger, and C. Garth. Analyzing Climate Simulation Ensembles Using Pareto Sets. 2017.
    @inproceedings{hfbg17,
      author = {Huettenberger, L and Feige, K and B{\"o}ttinger, Michael and Garth, Christoph},
      booktitle = {IEEE Vis2017},
      keywords = {check},
      title = {Analyzing Climate Simulation Ensembles Using Pareto Sets},
      year = {2017}
    }
    
2016
  1. J. Portl and H. Leitte. Feature Extraction from Segmentations of Neuromuscular Junctions. CoRR, vol. abs/1605.09250, 2016. arXiv:abs/1605.09250
    @article{pl16,
      archiveprefix = {arXiv},
      author = {Portl, Julia and Leitte, Heike},
      eprint = {1605.09250},
      journal = {CoRR},
      timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
      title = {Feature Extraction from Segmentations of Neuromuscular
      		  Junctions},
      url = {http://arxiv.org/abs/1605.09250},
      volume = {abs/1605.09250},
      year = {2016}
    }
    
  2. C. P. Kappe, L. Schutz, S. Gunther, L. Hufnagel, S. Lemke, and H. Leitte. Reconstruction and Visualization of Coordinated 3D Cell Migration Based on Optical Flow. IEEE Trans. Vis. Comput. Graph., vol. 22, no. 1, pp. 995–1004, 2016. 10.1109/TVCG.2015.2467291
    @article{ksgh+16,
      author = {Kappe, Christopher P. and Schutz, Lucas and Gunther, Stefan and Hufnagel, Lars and Lemke, Steffen and Leitte, Heike},
      doi = {10.1109/TVCG.2015.2467291},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {1},
      pages = {995--1004},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Reconstruction and Visualization of Coordinated 3D Cell
      		  Migration Based on Optical Flow},
      url = {https://doi.org/10.1109/TVCG.2015.2467291},
      volume = {22},
      year = {2016}
    }
    
  3. M. W. Hlawitschka, J. Schäfer, M. Hummel, C. Garth, and H.-J. Bart. Populationsbilanzmodellierung mit einem Mehrphasen-CFD-Code und vergleichende Visualisierung. Chemie Ingenieur Technik, vol. 88, no. 10, pp. 1480–1491, 2016.
    @article{hshg+16,
      author = {Hlawitschka, Mark W and Sch{\"a}fer, Jan and Hummel, Mathias and Garth, Christoph and Bart, Hans-J{\"o}rg},
      journal = {Chemie Ingenieur Technik},
      number = {10},
      pages = {1480--1491},
      publisher = {WILEY-VCH Verlag},
      title = {Populationsbilanzmodellierung mit einem
      		  Mehrphasen-CFD-Code und vergleichende Visualisierung},
      volume = {88},
      year = {2016}
    }
    
  4. C. Heine, H. Leitte, M. Hlawitschka, F. Iuricich, L. D. Floriani, G. Scheuermann, H. Hagen, and C. Garth. A Survey of Topology-based Methods in Visualization. Comput. Graph. Forum, vol. 35, no. 3, pp. 643–667, 2016. 10.1111/cgf.12933
    @article{hlhi+16,
      author = {Heine, Christian and Leitte, Heike and Hlawitschka, Mario and Iuricich, Federico and Floriani, Leila De and Scheuermann, Gerik and Hagen, Hans and Garth, Christoph},
      doi = {10.1111/cgf.12933},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {643--667},
      timestamp = {Fri, 26 May 2017 22:53:55 +0200},
      title = {A Survey of Topology-based Methods in Visualization},
      url = {https://doi.org/10.1111/cgf.12933},
      volume = {35},
      year = {2016}
    }
    
  5. B. Rieck and H. Leitte. Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology. Comput. Graph. Forum, vol. 35, no. 3, pp. 81–90, 2016. 10.1111/cgf.12884
    @article{rl16,
      author = {Rieck, Bastian and Leitte, Heike},
      doi = {10.1111/cgf.12884},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {81--90},
      timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
      title = {Exploring and Comparing Clusterings of Multivariate Data
      		  Sets Using Persistent Homology},
      url = {https://doi.org/10.1111/cgf.12884},
      volume = {35},
      year = {2016}
    }
    
  6. J. Fangerau, B. Höckendorf, B. Rieck, C. Heine, J. Wittbrodt, and H. Leitte. Interactive Similarity Analysis and Error Detection in Large Tree Collections. In Visualization in Medicine and Life Sciences III, Towards Making an Impact, L. Linsen, B. Hamann, and H.-C. Hege, Eds. Springer, 2016, pp. 287–307. 10.1007/978-3-319-24523-2_13
    @incollection{fhrh+16,
      author = {Fangerau, Jens and H{\"{o}}ckendorf, Burkhard and Rieck, Bastian and Heine, Christian and Wittbrodt, Joachim and Leitte, Heike},
      booktitle = {Visualization in Medicine and Life Sciences III, Towards
      		  Making an Impact},
      doi = {10.1007/978-3-319-24523-2\_13},
      editor = {Linsen, Lars and Hamann, Bernd and Hege, Hans{-}Christian},
      pages = {287--307},
      publisher = {Springer},
      series = {Mathematics and Visualization},
      timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
      title = {Interactive Similarity Analysis and Error Detection in
      		  Large Tree Collections},
      url = {https://doi.org/10.1007/978-3-319-24523-2\_13},
      year = {2016}
    }
    
  7. M. Hummel, R. Bujack, K. I. Joy, and C. Garth. Error Estimates for Lagrangian Flow Field Representations. In Eurographics Conference on Visualization, EuroVis 2016, Short Papers, Groningen, The Netherlands, 6-10 June 2016., 2016, pp. 7–11. 10.2312/eurovisshort.20161153
    @inproceedings{hbjg16,
      author = {Hummel, Mathias and Bujack, Roxana and Joy, Kenneth I. and Garth, Christoph},
      booktitle = {Eurographics Conference on Visualization, EuroVis 2016,
      		  Short Papers, Groningen, The Netherlands, 6-10 June 2016.},
      doi = {10.2312/eurovisshort.20161153},
      pages = {7--11},
      timestamp = {Thu, 09 Aug 2018 18:02:31 +0200},
      title = {Error Estimates for Lagrangian Flow Field
      		  Representations},
      url = {https://doi.org/10.2312/eurovisshort.20161153},
      year = {2016}
    }
    
2015
  1. B. Rieck and H. Leitte. Persistent Homology for the Evaluation of Dimensionality Reduction Schemes. Comput. Graph. Forum, vol. 34, no. 3, pp. 431–440, 2015. 10.1111/cgf.12655
    @article{rl15,
      author = {Rieck, Bastian and Leitte, Heike},
      doi = {10.1111/cgf.12655},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {431--440},
      timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
      title = {Persistent Homology for the Evaluation of Dimensionality
      		  Reduction Schemes},
      url = {https://doi.org/10.1111/cgf.12655},
      volume = {34},
      year = {2015}
    }
    
  2. D. F. Prieto, E. Hagen, D. Engel, D. Bayer, J. T. Hernández, C. Garth, and I. Scheler. Visual Exploration of Location-Based Social Networks Data in Urban Planning. In 2015 IEEE Pacific Visualization Symposium, PacificVis 2015, Hangzhou, China, April 14-17, 2015, 2015, pp. 123–127. 10.1109/PACIFICVIS.2015.7156367
    @inproceedings{pheb+15,
      author = {Prieto, Diana Fernandez and Hagen, Eva and Engel, Daniel and Bayer, Dirk and Hern{\'{a}}ndez, Jos{\'{e}} Tiberio and Garth, Christoph and Scheler, Inga},
      booktitle = {2015 {IEEE} Pacific Visualization Symposium, PacificVis
      		  2015, Hangzhou, China, April 14-17, 2015},
      doi = {10.1109/PACIFICVIS.2015.7156367},
      pages = {123--127},
      timestamp = {Wed, 17 May 2017 10:54:54 +0200},
      title = {Visual Exploration of Location-Based Social Networks Data
      		  in Urban Planning},
      url = {https://doi.org/10.1109/PACIFICVIS.2015.7156367},
      year = {2015}
    }
    
  3. J. Lukasczyk, R. Maciejewski, C. Garth, and H. Hagen. Understanding Hotspots: a Topological Visual Analytics Approach. In Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015, 2015, pp. 36:1–36:10. 10.1145/2820783.2820817
    @inproceedings{lmgh15a,
      author = {Lukasczyk, Jonas and Maciejewski, Ross and Garth, Christoph and Hagen, Hans},
      booktitle = {Proceedings of the 23rd {SIGSPATIAL} International
      		  Conference on Advances in Geographic Information Systems,
      		  Bellevue, WA, USA, November 3-6, 2015},
      doi = {10.1145/2820783.2820817},
      pages = {36:1--36:10},
      timestamp = {Thu, 09 Mar 2017 14:12:26 +0100},
      title = {Understanding Hotspots: a Topological Visual Analytics
      		  Approach},
      url = {http://doi.acm.org/10.1145/2820783.2820817},
      year = {2015},
      bdsk-url-2 = {https://doi.org/10.1145/2820783.2820817}
    }
    
  4. A. Schäfer, G. Bock, J. Sanday, and H. Leitte. Virtually reassembling Angkor-style Khmer temples. Digit. Appl. Archaeol. Cult. Heritage, vol. 2, no. 1, pp. 2–11, 2015. 10.1016/j.daach.2014.12.001
    @article{sbsl15,
      author = {Sch{\"{a}}fer, Anja and Bock, Georg and Sanday, John and Leitte, Heike},
      doi = {10.1016/j.daach.2014.12.001},
      journal = {Digit. Appl. Archaeol. Cult. Heritage},
      number = {1},
      pages = {2--11},
      timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
      title = {Virtually reassembling Angkor-style Khmer temples},
      url = {https://doi.org/10.1016/j.daach.2014.12.001},
      volume = {2},
      year = {2015}
    }
    
  5. L. Huettenberger, N. Feige, A. Ebert, and C. Garth. Application of Pareto sets in quality control of series production in car manufacturing. In 2015 IEEE Pacific Visualization Symposium, PacificVis 2015, Hangzhou, China, April 14-17, 2015, 2015, pp. 135–139. 10.1109/PACIFICVIS.2015.7156369
    @inproceedings{hfeg15,
      author = {Huettenberger, Lars and Feige, Nils and Ebert, Achim and Garth, Christoph},
      booktitle = {2015 {IEEE} Pacific Visualization Symposium, PacificVis
      		  2015, Hangzhou, China, April 14-17, 2015},
      doi = {10.1109/PACIFICVIS.2015.7156369},
      pages = {135--139},
      timestamp = {Wed, 17 May 2017 10:54:54 +0200},
      title = {Application of Pareto sets in quality control of series
      		  production in car manufacturing},
      url = {https://doi.org/10.1109/PACIFICVIS.2015.7156369},
      year = {2015}
    }
    
  6. T. Biedert and C. Garth. Contour Tree Depth Images For Large Data Visualization. In Eurographics Symposium on Parallel Graphics and Visualization, Cagliari, Sardinia, Italy, May 25 - 26, 2015., 2015, pp. 77–86. 10.2312/pgv.20151158
    @inproceedings{bg15a,
      author = {Biedert, Tim and Garth, Christoph},
      booktitle = {Eurographics Symposium on Parallel Graphics and
      		  Visualization, Cagliari, Sardinia, Italy, May 25 - 26,
      		  2015.},
      doi = {10.2312/pgv.20151158},
      pages = {77--86},
      timestamp = {Sun, 21 May 2017 00:22:29 +0200},
      title = {Contour Tree Depth Images For Large Data Visualization},
      url = {https://doi.org/10.2312/pgv.20151158},
      year = {2015}
    }
    
  7. A. Agranovsky, H. Obermaier, C. Garth, and K. I. Joy. A multi-resolution interpolation scheme for pathline based Lagrangian flow representations. In Visualization and Data Analysis 2015, San Francisco, CA, USA, February 9-11, 2015, 2015, p. 93970. 10.1117/12.2083253
    @inproceedings{aogj15,
      author = {Agranovsky, Alexy and Obermaier, Harald and Garth, Christoph and Joy, Kenneth I.},
      booktitle = {Visualization and Data Analysis 2015, San Francisco, CA,
      		  USA, February 9-11, 2015},
      doi = {10.1117/12.2083253},
      pages = {93970},
      timestamp = {Fri, 26 May 2017 00:49:09 +0200},
      title = {A multi-resolution interpolation scheme for pathline based
      		  Lagrangian flow representations},
      url = {https://doi.org/10.1117/12.2083253},
      year = {2015}
    }
    
  8. L. Huettenberger and C. Garth. A Comparison of Pareto Sets and Jacobi Sets. In Green in Software Engineering, 2015, pp. 125–141. 10.1007/978-3-662-44900-4\_8
    @incollection{hg15,
      author = {Huettenberger, Lars and Garth, Christoph},
      booktitle = {Green in Software Engineering},
      doi = {10.1007/978-3-662-44900-4\\_8},
      pages = {125--141},
      timestamp = {Thu, 20 Jul 2017 17:02:55 +0200},
      title = {A Comparison of Pareto Sets and Jacobi Sets},
      url = {https://doi.org/10.1007/978-3-662-44900-4\\_8},
      year = {2015}
    }
    
2014
  1. M. W. Woellhaf, K. G. Hansen, C. Garth, and J. M. Herrmann. Import of ribosomal proteins into yeast mitochondria 1. Biochemistry and Cell Biology, vol. 92, no. 6, pp. 489–498, 2014.
    @article{whgh14,
      author = {Woellhaf, Michael W and Hansen, Katja G and Garth, Christoph and Herrmann, Johannes M},
      journal = {Biochemistry and Cell Biology},
      number = {6},
      pages = {489--498},
      publisher = {NRC Research Press},
      title = {Import of ribosomal proteins into yeast mitochondria 1},
      volume = {92},
      year = {2014}
    }
    
  2. G. J. Streletz et al. A Comparison of Methods for Ocean Reconstruction from Sparse Observations. In AGU Fall Meeting Abstracts, 2014, vol. 1, p. 1356.
    @inproceedings{skwg+14,
      author = {Streletz, Gregory J. and Kronenberger, Markus and Weber, Christopher and Gebbie, Geoffrey and Hagen, Hans and Garth, Christoph and Hamann, Bernd and Kreylos, Oliver and Kellogg, Louise H. and Spero, Howard J.},
      booktitle = {AGU Fall Meeting Abstracts},
      pages = {1356},
      title = {A Comparison of Methods for Ocean Reconstruction from
      		  Sparse Observations},
      volume = {1},
      year = {2014}
    }
    
  3. W. Schlei, K. C. Howell, X. Tricoche, and C. Garth. Enhanced visualization and autonomous extraction of Poincare map topology. The Journal of the Astronautical Sciences, vol. 61, no. 2, pp. 170–197, 2014.
    @article{shtg14,
      author = {Schlei, Wayne and Howell, Kathleen C and Tricoche, Xavier and Garth, Christoph},
      journal = {The Journal of the Astronautical Sciences},
      number = {2},
      pages = {170--197},
      publisher = {Springer US},
      title = {Enhanced visualization and autonomous extraction of
      		  Poincare map topology},
      volume = {61},
      year = {2014}
    }
    
  4. G. Scheuermann, M. Hlawitschka, C. Garth, and H. Hagen. Mathematical Foundations of Uncertain Field Visualization. In Scientific Visualization: Uncertainty, Multifield, Biomedical, and Scalable Visualization, pp. 93–101. 10.1007/978-1-4471-6497-5_9
    @inproceedings{shgh14,
      author = {Scheuermann, Gerik and Hlawitschka, Mario and Garth, Christoph and Hagen, Hans},
      crossref = {hcjk+14},
      doi = {10.1007/978-1-4471-6497-5_9},
      pages = {93--101},
      title = {Mathematical Foundations of Uncertain Field
      		  Visualization}
    }
    
    Abstract: Uncertain field visualization is currently a hot topic as can be seen by the overview in this book. This article discusses a mathematical foundation for this research. To this purpose, we define uncertain fields as stochastic processes. Since uncertain field data is usually given in the form of value distributions on a finite set of positions in the domain, we show for the popular case of Gaussian distributions that the usual interpolation functions in visualization lead to Gaussian processes in a natural way. It is our intention that these remarks stimulate visualization research by providing a solid mathematical foundation for the modeling of uncertainty.
  5. B. Rieck and H. Leitte. Structural Analysis of Multivariate Point Clouds Using Simplicial Chains. Comput. Graph. Forum, vol. 33, no. 8, pp. 28–37, 2014. 10.1111/cgf.12398
    @article{rl14,
      author = {Rieck, Bastian and Leitte, Heike},
      doi = {10.1111/cgf.12398},
      journal = {Comput. Graph. Forum},
      number = {8},
      pages = {28--37},
      timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
      title = {Structural Analysis of Multivariate Point Clouds Using
      		  Simplicial Chains},
      url = {https://doi.org/10.1111/cgf.12398},
      volume = {33},
      year = {2014}
    }
    
  6. H. Leitte and M. Meyer. Visualization in Biology and Medicine. In Scientific Visualization, C. D. Hansen, M. Chen, C. R. Johnson, A. E. Kaufman, and H. Hagen, Eds. Springer, 2014, pp. 247–263. 10.1007/978-1-4471-6497-5_22
    @incollection{lm14,
      author = {Leitte, Heike and Meyer, Miriah},
      booktitle = {Scientific Visualization},
      doi = {10.1007/978-1-4471-6497-5\_22},
      editor = {Hansen, Charles D. and Chen, Min and Johnson, Christopher R. and Kaufman, Arie E. and Hagen, Hans},
      pages = {247--263},
      publisher = {Springer},
      series = {Mathematics and Visualization},
      timestamp = {Tue, 02 Jul 2019 07:59:52 +0200},
      title = {Visualization in Biology and Medicine},
      url = {https://doi.org/10.1007/978-1-4471-6497-5\_22},
      year = {2014}
    }
    
  7. A. Wiebel, C. Müller, C. Garth, and T. R. Knösche. A System for Combined Visualization of EEG and Diffusion Tensor Imaging Tractography Data. In Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014, pp. 325–337. 10.1007/978-3-642-54301-2\_15
    @incollection{wmgk14,
      author = {Wiebel, Alexander and M{\"{u}}ller, Cornelius and Garth, Christoph and Kn{\"{o}}sche, Thomas R.},
      booktitle = {Visualization and Processing of Tensors and Higher Order
      		  Descriptors for Multi-Valued Data},
      doi = {10.1007/978-3-642-54301-2\\_15},
      pages = {325--337},
      timestamp = {Mon, 29 May 2017 13:41:07 +0200},
      title = {A System for Combined Visualization of {EEG} and Diffusion
      		  Tensor Imaging Tractography Data},
      url = {https://doi.org/10.1007/978-3-642-54301-2\\_15},
      year = {2014}
    }
    
  8. C. D. Hansen, M. Chen, C. R. Johnson, A. E. Kaufman, and H. Hagen, Eds. Scientific Visualization: Uncertainty, Multifield, Biomedical, and Scalable Visualization. London: Springer London, 2014. 10.1007/978-1-4471-6497-5
    @book{hcjk+14,
      address = {London},
      booktitle = {Scientific Visualization: Uncertainty, Multifield,
      		  Biomedical, and Scalable Visualization},
      doi = {10.1007/978-1-4471-6497-5},
      editor = {Hansen, Charles D. and Chen, Min and Johnson, Christopher R. and Kaufman, Arie E. and Hagen, Hans},
      isbn = {978-1-4471-6497-5},
      publisher = {Springer London},
      title = {Scientific Visualization: Uncertainty, Multifield,
      		  Biomedical, and Scalable Visualization},
      year = {2014}
    }
    
  9. C. Garth and K. Gaither. Large-Scale Integration-Based Vector Field Visualization. In Scientific Visualization: Uncertainty, Multifield, Biomedical, and Scalable Visualization, C. D. Hansen, M. Chen, C. R. Johnson, A. E. Kaufman, and H. Hagen, Eds. London: Springer London, 2014, pp. 327–338. 10.1007/978-1-4471-6497-5_26
    @inbook{gg14,
      address = {London},
      author = {Garth, Christoph and Gaither, Kelly},
      booktitle = {Scientific Visualization: Uncertainty, Multifield,
      		  Biomedical, and Scalable Visualization},
      doi = {10.1007/978-1-4471-6497-5_26},
      editor = {Hansen, Charles D. and Chen, Min and Johnson, Christopher R. and Kaufman, Arie E. and Hagen, Hans},
      isbn = {978-1-4471-6497-5},
      pages = {327--338},
      publisher = {Springer London},
      title = {Large-Scale Integration-Based Vector Field Visualization},
      year = {2014}
    }
    
    Abstract: In this chapter, we provide a brief overview of the visualization of large vector fields on parallel architectures using integration-based methods. After briefly providing background, we describe the state of the art in corresponding research, focusing on parallel integral curve computation strategies. We analyze the relative benefits of two fundamental schemes and discuss algorithmic improvements presented recently. To conclude, we point out open problems and future research directions.
  10. A. Agranovsky, D. Camp, C. Garth, E. W. Bethel, K. I. Joy, and H. Childs. Improved post hoc flow analysis via Lagrangian representations. In 4th IEEE Symposium on Large Data Analysis and Visualization, LDAV 2014, Paris, France, November 9-10, 2014, 2014, pp. 67–75. 10.1109/LDAV.2014.7013206
    @inproceedings{acgb+14,
      author = {Agranovsky, Alexy and Camp, David and Garth, Christoph and Bethel, E. Wes and Joy, Kenneth I. and Childs, Hank},
      booktitle = {4th {IEEE} Symposium on Large Data Analysis and
      		  Visualization, {LDAV} 2014, Paris, France, November 9-10,
      		  2014},
      doi = {10.1109/LDAV.2014.7013206},
      pages = {67--75},
      timestamp = {Sun, 21 May 2017 00:19:13 +0200},
      title = {Improved post hoc flow analysis via Lagrangian
      		  representations},
      url = {https://doi.org/10.1109/LDAV.2014.7013206},
      year = {2014}
    }
    
  11. L. Huettenberger, C. Heine, and C. Garth. Decomposition and Simplification of Multivariate Data using Pareto Sets. IEEE Trans. Vis. Comput. Graph., vol. 20, no. 12, pp. 2684–2693, 2014. 10.1109/TVCG.2014.2346447
    @article{hhg14,
      author = {Huettenberger, Lars and Heine, Christian and Garth, Christoph},
      doi = {10.1109/TVCG.2014.2346447},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {12},
      pages = {2684--2693},
      timestamp = {Wed, 14 Jun 2017 20:30:57 +0200},
      title = {Decomposition and Simplification of Multivariate Data
      		  using Pareto Sets},
      url = {https://doi.org/10.1109/TVCG.2014.2346447},
      volume = {20},
      year = {2014}
    }
    
2013
  1. S. Shafii, H. Obermaier, V. Kolár, M. Hlawitschka, C. Garth, B. Hamann, and K. I. Joy. Illustrative Rendering of Vortex Cores. 2013. 10.2312/PE.EuroVisShort.EuroVisShort2013.061-065
    @inproceedings{sokh+13,
      author = {Shafii, Sohail and Obermaier, Harald and Kol{\'{a}}r, V{\'{a}}clav and Hlawitschka, Mario and Garth, Christoph and Hamann, Bernd and Joy, Kenneth I.},
      booktitle = {Eurographics Conference on Visualization, EuroVis 2013,
      		  Short Papers, Leipzig, Germany, June 17-21, 2013.},
      doi = {10.2312/PE.EuroVisShort.EuroVisShort2013.061-065},
      timestamp = {Thu, 09 Aug 2018 11:04:26 +0200},
      title = {Illustrative Rendering of Vortex Cores},
      url = {https://doi.org/10.2312/PE.EuroVisShort.EuroVisShort2013.061-065},
      year = {2013}
    }
    
  2. I. Prilepov, H. Obermaier, E. Deines, C. Garth, and K. I. Joy. Cubic Gradient-Based Material Interfaces. IEEE Trans. Vis. Comput. Graph., vol. 19, no. 10, pp. 1687–1699, 2013. 10.1109/TVCG.2013.16
    @article{podg+13,
      author = {Prilepov, Iuri and Obermaier, Harald and Deines, Eduard and Garth, Christoph and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2013.16},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {10},
      pages = {1687--1699},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Cubic Gradient-Based Material Interfaces},
      url = {https://doi.org/10.1109/TVCG.2013.16},
      volume = {19},
      year = {2013}
    }
    
  3. R. Maciejewski, Y. Jang, I. Woo, H. Jänicke, K. P. Gaither, and D. S. Ebert. Abstracting Attribute Space for Transfer Function Exploration and Design. IEEE Trans. Vis. Comput. Graph., vol. 19, no. 1, pp. 94–107, 2013. 10.1109/TVCG.2012.105
    @article{mjwj+13,
      author = {Maciejewski, Ross and Jang, Yun and Woo, Insoo and J{\"{a}}nicke, Heike and Gaither, Kelly P. and Ebert, David S.},
      doi = {10.1109/TVCG.2012.105},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {1},
      pages = {94--107},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Abstracting Attribute Space for Transfer Function
      		  Exploration and Design},
      url = {https://doi.org/10.1109/TVCG.2012.105},
      volume = {19},
      year = {2013}
    }
    
  4. C. Müller, D. Camp, B. Hentschel, and C. Garth. Distributed parallel particle advection using work requesting. In IEEE Symposium on Large-Scale Data Analysis and Visualization, LDAV 2013, 13-14 October, 2013, Atlanta, Georgia, USA, 2013, pp. 1–6. 10.1109/LDAV.2013.6675152
    @inproceedings{mchg13,
      author = {M{\"{u}}ller, Cornelius and Camp, David and Hentschel, Bernd and Garth, Christoph},
      booktitle = {{IEEE} Symposium on Large-Scale Data Analysis and
      		  Visualization, {LDAV} 2013, 13-14 October, 2013, Atlanta,
      		  Georgia, {USA}},
      doi = {10.1109/LDAV.2013.6675152},
      pages = {1--6},
      timestamp = {Tue, 30 Jan 2018 14:44:37 +0100},
      title = {Distributed parallel particle advection using work
      		  requesting},
      url = {https://doi.org/10.1109/LDAV.2013.6675152},
      year = {2013}
    }
    
  5. H. Leitte, J. Portl, I. V. Röder, R. R. Schröder, and I. U. Wacker. Towards a Structured Analysis of Quantitative Descriptors from Segmented Biological Image Data. In 3rd International Workshop on Visualization in Medicine and Life Sciences, VMLS@EuroVis 2013 - Short Papers, Leipzig, Germany, June 16-18, 2013, 2013. 10.2312/PE.VMLS.VMLS2013.025-029
    @inproceedings{lprs+13,
      author = {Leitte, Heike and Portl, Julia and R{\"{o}}der, Ira V. and Schr{\"{o}}der, Rasmus R. and Wacker, Irene U.},
      booktitle = {3rd International Workshop on Visualization in Medicine
      		  and Life Sciences, VMLS@EuroVis 2013 - Short Papers,
      		  Leipzig, Germany, June 16-18, 2013},
      doi = {10.2312/PE.VMLS.VMLS2013.025-029},
      editor = {Linsen, Lars and Hege, Hans{-}Christian and Hamann, Bernd},
      publisher = {Eurographics Association},
      timestamp = {Fri, 03 Jul 2020 18:39:25 +0200},
      title = {Towards a Structured Analysis of Quantitative Descriptors
      		  from Segmented Biological Image Data},
      url = {https://doi.org/10.2312/PE.VMLS.VMLS2013.025-029},
      year = {2013}
    }
    
  6. M. Hummel, H. Obermaier, C. Garth, and K. I. Joy. Comparative Visual Analysis of Lagrangian Transport in CFD Ensembles. IEEE Trans. Vis. Comput. Graph., vol. 19, no. 12, pp. 2743–2752, 2013. 10.1109/TVCG.2013.141
    @article{hogj13,
      author = {Hummel, Mathias and Obermaier, Harald and Garth, Christoph and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2013.141},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {12},
      pages = {2743--2752},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Comparative Visual Analysis of Lagrangian Transport in
      		  {CFD} Ensembles},
      url = {https://doi.org/10.1109/TVCG.2013.141},
      volume = {19},
      year = {2013}
    }
    
  7. L. Huettenberger, C. Heine, H. A. Carr, G. Scheuermann, and C. Garth. Towards Multifield Scalar Topology Based on Pareto Optimality. Comput. Graph. Forum, vol. 32, no. 3, pp. 341–350, 2013. 10.1111/cgf.12121
    @article{hhcs+13,
      author = {Huettenberger, Lars and Heine, Christian and Carr, Hamish A. and Scheuermann, Gerik and Garth, Christoph},
      doi = {10.1111/cgf.12121},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {341--350},
      timestamp = {Tue, 02 Jan 2018 13:47:30 +0100},
      title = {Towards Multifield Scalar Topology Based on Pareto
      		  Optimality},
      url = {https://doi.org/10.1111/cgf.12121},
      volume = {32},
      year = {2013}
    }
    
  8. D. Engel, M. Hummel, F. Hoepel, K. Bein, A. S. Wexler, C. Garth, B. Hamann, and H. Hagen. Towards High-dimensional Data Analysis in Air Quality Research. Comput. Graph. Forum, vol. 32, no. 3, pp. 101–110, 2013. 10.1111/cgf.12097
    @article{ehhb+13,
      author = {Engel, Daniel and Hummel, Mathias and Hoepel, F. and Bein, Keith and Wexler, Anthony S. and Garth, Christoph and Hamann, Bernd and Hagen, Hans},
      doi = {10.1111/cgf.12097},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {101--110},
      timestamp = {Fri, 26 May 2017 22:53:57 +0200},
      title = {Towards High-dimensional Data Analysis in Air Quality
      		  Research},
      url = {https://doi.org/10.1111/cgf.12097},
      volume = {32},
      year = {2013}
    }
    
  9. D. Camp, H. Krishnan, D. Pugmire, C. Garth, I. Johnson, E. W. Bethel, K. I. Joy, and H. Childs. GPU Acceleration of Particle Advection Workloads in a Parallel, Distributed Memory Setting. In Eurographics Symposium on Parallel Graphics and Visualization, Girona, Spain, 2013. Proceedings, 2013, pp. 1–8. 10.2312/EGPGV/EGPGV13/001-008
    @inproceedings{ckpg+13,
      author = {Camp, David and Krishnan, Harinarayan and Pugmire, David and Garth, Christoph and Johnson, Ian and Bethel, E. Wes and Joy, Kenneth I. and Childs, Hank},
      booktitle = {Eurographics Symposium on Parallel Graphics and
      		  Visualization, Girona, Spain, 2013. Proceedings},
      doi = {10.2312/EGPGV/EGPGV13/001-008},
      pages = {1--8},
      timestamp = {Sun, 21 May 2017 00:22:29 +0200},
      title = {{GPU} Acceleration of Particle Advection Workloads in a
      		  Parallel, Distributed Memory Setting},
      url = {https://doi.org/10.2312/EGPGV/EGPGV13/001-008},
      year = {2013}
    }
    
  10. S. Shafii, H. Obermaier, R. Linn, E. Koo, M. Hlawitschka, C. Garth, B. Hamann, and K. I. Joy. Visualization and Analysis of Vortex-Turbine Intersections in Wind Farms. IEEE Trans. Vis. Comput. Graph., vol. 19, no. 9, pp. 1579–1591, 2013. 10.1109/TVCG.2013.18
    @article{solk+13,
      author = {Shafii, Sohail and Obermaier, Harald and Linn, Rodman and Koo, Eunmo and Hlawitschka, Mario and Garth, Christoph and Hamann, Bernd and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2013.18},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {9},
      pages = {1579--1591},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Visualization and Analysis of Vortex-Turbine Intersections
      		  in Wind Farms},
      url = {https://doi.org/10.1109/TVCG.2013.18},
      volume = {19},
      year = {2013}
    }
    
2012
  1. D. Camp, C. Garth, H. Childs, D. Pugmire, and K. I. Joy. Parallel stream surface computation for large data sets. In IEEE Symposium on Large Data Analysis and Visualization, LDAV 2012, Seattle, Washington, USA, 14-15 October, 2012, 2012, pp. 39–47. 10.1109/LDAV.2012.6378974
    @inproceedings{cgcp+12,
      author = {Camp, David and Garth, Christoph and Childs, Hank and Pugmire, David and Joy, Kenneth I.},
      booktitle = {{IEEE} Symposium on Large Data Analysis and Visualization,
      		  {LDAV} 2012, Seattle, Washington, USA, 14-15 October,
      		  2012},
      doi = {10.1109/LDAV.2012.6378974},
      pages = {39--47},
      timestamp = {Sun, 21 May 2017 00:19:13 +0200},
      title = {Parallel stream surface computation for large data sets},
      url = {https://doi.org/10.1109/LDAV.2012.6378974},
      year = {2012}
    }
    
  2. X. Tricoche, C. Garth, A. Sanderson, and K. Joy. Visualizing Invariant Manifolds in Area-Preserving Maps. In Topological Methods in Data Analysis and Visualization II: Theory, Algorithms, and Applications, R. Peikert, H. Hauser, H. Carr, and R. Fuchs, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 109–124. 10.1007/978-3-642-23175-9_8
    @inbook{tgsj12,
      address = {Berlin, Heidelberg},
      author = {Tricoche, Xavier and Garth, Christoph and Sanderson, Allen and Joy, Ken},
      booktitle = {Topological Methods in Data Analysis and Visualization II:
      		  Theory, Algorithms, and Applications},
      doi = {10.1007/978-3-642-23175-9_8},
      editor = {Peikert, Ronald and Hauser, Helwig and Carr, Hamish and Fuchs, Raphael},
      isbn = {978-3-642-23175-9},
      pages = {109--124},
      publisher = {Springer Berlin Heidelberg},
      title = {Visualizing Invariant Manifolds in Area-Preserving Maps},
      year = {2012}
    }
    
    Abstract: Area-preserving maps arise in the study of conservative dynamical systems describing a wide variety of physical phenomena, from the rotation of planets to the dynamics of a fluid. The visual inspection of these maps reveals a remarkable topological picture in which invariant manifolds form the fractal geometric scaffold of both quasi-periodic and chaotic regions. We discuss in this paper the visualization of such maps built upon these invariant manifolds. This approach is in stark contrast with the discrete Poincare plots that are typically used for the visual inspection of maps. We propose to that end several modified definitions of the finite-time Lyapunov exponents that we apply to reveal the underlying structure of the dynamics. We examine the impact of various parameters and the numerical aspects that pertain to the implementation of this method. We apply our technique to a standard analytical example and to a numerical simulation of magnetic confinement in a fusion reactor. In both cases our simple method is able to reveal salient structures across spatial scales and to yield expressive images across application domains.
  3. B. Rieck, H. Mara, and H. Leitte. Multivariate Data Analysis Using Persistence-Based Filtering and Topological Signatures. IEEE Trans. Vis. Comput. Graph., vol. 18, no. 12, pp. 2382–2391, 2012. 10.1109/TVCG.2012.248
    @article{rml12,
      author = {Rieck, Bastian and Mara, Hubert and Leitte, Heike},
      doi = {10.1109/TVCG.2012.248},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {12},
      pages = {2382--2391},
      timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
      title = {Multivariate Data Analysis Using Persistence-Based
      		  Filtering and Topological Signatures},
      url = {https://doi.org/10.1109/TVCG.2012.248},
      volume = {18},
      year = {2012}
    }
    
  4. D. Pugmire, T. Peterka, and C. Garth. Parallel Integral Curves. In High Performance Visualization: Enabling Extreme-Scale Scientific Insight, E. W. Bethel, H. Childs, and C. D. Hansen, Eds. Chapman & Hall/CRC, 2012. https://www.taylorfrancis.com/books/e/9781439875735/chapters/10.1201%2Fb12985-14
    @incollection{ppg12,
      author = {Pugmire, D. and Peterka, T. and Garth, C.},
      booktitle = {High Performance Visualization: Enabling Extreme-Scale
      		  Scientific Insight},
      chapter = {6},
      editor = {Bethel, E. Wes and Childs, Hank and Hansen, Charles D.},
      isbn = {978-1-439-87573-5},
      publisher = {Chapman \& Hall/CRC},
      title = {Parallel Integral Curves},
      url = {https://www.taylorfrancis.com/books/e/9781439875735/chapters/10.1201%2Fb12985-14},
      year = {2012}
    }
    
    Abstract: Understanding vector fields resulting from large scientific simulations is an important and often di fficult task. Integral curves, curves that are tangential to a vector fi eld at each point, are a powerful visualization method in this context. Application of integral curve-based visualization to very large vector field data represents a signifi cant challenge due to the non-local and data-dependent nature of integral curve computation, and requires careful balancing of computational demands placed on I/O, memory, communication, and processors. In this chapter we review several di erent parallelization approaches based on established parallelization paradigms (across particles, and data blocks) and present advanced techniques for achieving scalable, parallel performance on very large data sets.
  5. T. M. Özgökmen, A. C. Poje, P. F. Fischer, H. Childs, H. Krishnan, C. Garth, A. C. Haza, and E. Ryan. On multi-scale dispersion under the influence of surface mixed layer instabilities and deep flows. Ocean Modelling, vol. 56, pp. 16–30, 2012.
    @article{opfc+12,
      author = {{\"O}zg{\"o}kmen, Tamay M. and Poje, Andrew C. and Fischer, Paul F. and Childs, Hank and Krishnan, Harinarayan and Garth, Christoph and Haza, Angelique C. and Ryan, Edward},
      journal = {Ocean Modelling},
      pages = {16--30},
      publisher = {Elsevier},
      title = {On multi-scale dispersion under the influence of surface
      		  mixed layer instabilities and deep flows},
      volume = {56},
      year = {2012}
    }
    
  6. C. Wagner, C. Garth, and H. Hagen. Harmonic Field Analysis. In New Developments in the Visualization and Processing of Tensor Fields, Berlin, Heidelberg, 2012, pp. 363–379. 10.1007/978-3-642-27343-8
    @inproceedings{wgh12,
      address = {Berlin, Heidelberg},
      author = {Wagner, Christian and Garth, Christoph and Hagen, Hans},
      booktitle = {New Developments in the Visualization and Processing of
      		  Tensor Fields},
      doi = {10.1007/978-3-642-27343-8},
      editor = {Laidlaw, David H. and Vilanova, Anna},
      isbn = {978-3-642-27343-8},
      pages = {363--379},
      publisher = {Springer Berlin Heidelberg},
      title = {Harmonic Field Analysis},
      year = {2012}
    }
    
    Abstract: Harmonic analysis techniques are established and successful tools in a variety of application areas, with the Fourier decomposition as one well-known example. In this chapter, we describe recent work on possible approaches to use Harmonic Analysis on fields of arbitrary type to facilitate global feature extraction and visualization. We find that a global approach is hampered by significant computational costs, and thus describe a local framework for harmonic vector field analysis to address this concern. In addition to a description of our approach, we provide a high-level overview of mathematical concepts underlying it and address practical modeling and calculation issues. As a potential application, we demonstrate the definition of empirical features based on local harmonic analysis of vector fields that reduce field data to low dimensional feature sets and offers possibilities for visualization and analysis.
  7. B. X. Kausler, M. Schiegg, B. Andres, M. S. Lindner, U. Köthe, H. Leitte, J. Wittbrodt, L. Hufnagel, and F. A. Hamprecht. A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness. In Computer Vision - ECCV 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part III, 2012, vol. 7574, pp. 144–157. 10.1007/978-3-642-33712-3_11
    @inproceedings{ksal+12,
      author = {Kausler, Bernhard X. and Schiegg, Martin and Andres, Bj{\"{o}}rn and Lindner, Martin S. and K{\"{o}}the, Ullrich and Leitte, Heike and Wittbrodt, Jochen and Hufnagel, Lars and Hamprecht, Fred A.},
      booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference
      		  on Computer Vision, Florence, Italy, October 7-13, 2012,
      		  Proceedings, Part {III}},
      doi = {10.1007/978-3-642-33712-3\_11},
      editor = {Fitzgibbon, Andrew W. and Lazebnik, Svetlana and Perona, Pietro and Sato, Yoichi and Schmid, Cordelia},
      pages = {144--157},
      publisher = {Springer},
      series = {Lecture Notes in Computer Science},
      timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
      title = {A Discrete Chain Graph Model for 3d+t Cell Tracking with
      		  High Misdetection Robustness},
      url = {https://doi.org/10.1007/978-3-642-33712-3\_11},
      volume = {7574},
      year = {2012}
    }
    
  8. N. Kotava et al. Volume rendering with multidimensional peak finding. In 2012 IEEE Pacific Visualization Symposium, PacificVis 2012, Songdo, Korea (South), February 28 - March 2, 2012, 2012, pp. 161–168. 10.1109/PacificVis.2012.6183587
    @inproceedings{kksg+12,
      author = {Kotava, Natallia and Knoll, Aaron and Schott, Mathias and Garth, Christoph and Tricoche, Xavier and Kessler, Christoph and Cohen, Elaine and Hansen, Charles D. and Papka, Michael E. and Hagen, Hans},
      booktitle = {2012 {IEEE} Pacific Visualization Symposium, PacificVis
      		  2012, Songdo, Korea (South), February 28 - March 2, 2012},
      doi = {10.1109/PacificVis.2012.6183587},
      pages = {161--168},
      timestamp = {Wed, 17 May 2017 10:54:54 +0200},
      title = {Volume rendering with multidimensional peak finding},
      url = {https://doi.org/10.1109/PacificVis.2012.6183587},
      year = {2012}
    }
    
  9. H. Krishnan, C. Garth, J. Gühring, M. A. Gülsün, A. Greiser, and K. I. Joy. Analysis of Time-Dependent Flow-Sensitive PC-MRI Data. IEEE Trans. Vis. Comput. Graph., vol. 18, no. 6, pp. 966–977, 2012. 10.1109/TVCG.2011.80
    @article{kggg+12,
      author = {Krishnan, Harinarayan and Garth, Christoph and G{\"{u}}hring, Jens and G{\"{u}}ls{\"{u}}n, Mehmet Akif and Greiser, Andreas and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2011.80},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {966--977},
      timestamp = {Wed, 14 Jun 2017 20:30:57 +0200},
      title = {Analysis of Time-Dependent Flow-Sensitive {PC-MRI} Data},
      url = {https://doi.org/10.1109/TVCG.2011.80},
      volume = {18},
      year = {2012}
    }
    
  10. C. Garth, A. Middel, and H. Hagen, Eds. Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering - Proceedings of IRTG 1131 Workshop 2011, VLUDS 2011, June 10-11, 2011, Kaiserslautern, Germany, vol. 27. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, 2012.
    @proceedings{gmh12,
      editor = {Garth, Christoph and Middel, Ariane and Hagen, Hans},
      isbn = {978-3-939897-46-0},
      publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik,
      		  Germany},
      series = {{OASICS}},
      timestamp = {Wed, 17 Jul 2013 13:05:47 +0200},
      title = {Visualization of Large and Unstructured Data Sets:
      		  Applications in Geospatial Planning, Modeling and
      		  Engineering - Proceedings of {IRTG} 1131 Workshop 2011,
      		  {VLUDS} 2011, June 10-11, 2011, Kaiserslautern, Germany},
      volume = {27},
      year = {2012}
    }
    
  11. J. Fangerau, B. Hockendorf, J. Wittbrodt, and H. Leitte. Similarity analysis of cell movements in video microscopy. In 2012 IEEE Symposium on Biological Data Visualization, BioVis 2011, Seattle, WA, USA, October 14-15, 2012, 2012, pp. 69–76. 10.1109/BioVis.2012.6378595
    @inproceedings{fhwl12,
      author = {Fangerau, Jens and Hockendorf, Burkhard and Wittbrodt, Joachim and Leitte, Heike},
      booktitle = {2012 {IEEE} Symposium on Biological Data Visualization,
      		  BioVis 2011, Seattle, WA, USA, October 14-15, 2012},
      doi = {10.1109/BioVis.2012.6378595},
      pages = {69--76},
      publisher = {{IEEE} Computer Society},
      timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
      title = {Similarity analysis of cell movements in video
      		  microscopy},
      url = {https://doi.org/10.1109/BioVis.2012.6378595},
      year = {2012}
    }
    
  12. D. Engel, K. Greff, C. Garth, K. Bein, A. S. Wexler, B. Hamann, and H. Hagen. Visual Steering and Verification of Mass Spectrometry Data Factorization in Air Quality Research. IEEE Trans. Vis. Comput. Graph., vol. 18, no. 12, pp. 2275–2284, 2012. 10.1109/TVCG.2012.280
    @article{eggb+12,
      author = {Engel, Daniel and Greff, Klaus and Garth, Christoph and Bein, Keith and Wexler, Anthony S. and Hamann, Bernd and Hagen, Hans},
      doi = {10.1109/TVCG.2012.280},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {12},
      pages = {2275--2284},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Visual Steering and Verification of Mass Spectrometry Data
      		  Factorization in Air Quality Research},
      url = {https://doi.org/10.1109/TVCG.2012.280},
      volume = {18},
      year = {2012}
    }
    
  13. X. Tricoche, M. Hlawitschka, S. Barakat, and C. Garth. Beyond Topology: A Lagrangian Metaphor to Visualize the Structure of 3D Tensor Fields. New Developments in the Visualization and Processing of Tensor Fields, pp. 93–109, 2012.
    @article{thbg12,
      author = {Tricoche, Xavier and Hlawitschka, Mario and Barakat, Samer and Garth, Christoph},
      journal = {New Developments in the Visualization and Processing of
      		  Tensor Fields},
      pages = {93--109},
      publisher = {Springer Berlin Heidelberg},
      title = {Beyond Topology: A {L}agrangian Metaphor to Visualize the
      		  Structure of 3D Tensor Fields},
      year = {2012}
    }
    
  14. H. Childs et al. VisIt: An End-User Tool For Visualizing and Analyzing Very Large Data. In High Performance Visualization–Enabling Extreme-Scale Scientific Insight, 2012, pp. 357–372.
    @incollection{cbwm+12,
      author = {Childs, Hank and Brugger, Eric and Whitlock, Brad and Meredith, Jeremy and Ahern, Sean and Pugmire, David and Biagas, Kathleen and Miller, Mark and Harrison, Cyrus and Weber, Gunther H. and Krishnan, Hari and Fogal, Thomas and Sanderson, Allen and Garth, Christoph and Bethel, E. Wes and Camp, David and R\"{u}bel, Oliver and Durant, Marc and Favre, Jean M. and Navr\'{a}til, Paul},
      booktitle = {{High Performance Visualization--Enabling Extreme-Scale
      		  Scientific Insight}},
      month = oct,
      pages = {357-372},
      title = {{VisIt: An End-User Tool For Visualizing and Analyzing
      		  Very Large Data}},
      year = {2012}
    }
    
  15. S. Barakat, C. Garth, and X. Tricoche. Interactive computation and rendering of finite-time Lyapunov exponent fields. Visualization and Computer Graphics, IEEE Transactions on, vol. 18, no. 8, pp. 1368–1380, 2012. 10.1109/TVCG.2012.33
    @article{bgt12,
      author = {Barakat, Samer and Garth, Christoph and Tricoche, Xavier},
      doi = {10.1109/TVCG.2012.33},
      journal = {Visualization and Computer Graphics, IEEE Transactions
      		  on},
      number = {8},
      pages = {1368--1380},
      publisher = {IEEE},
      title = {Interactive computation and rendering of finite-time
      		  {L}yapunov exponent fields},
      volume = {18},
      year = {2012}
    }
    
  16. R. Borgo et al. State of the Art Report on Video-Based Graphics and Video Visualization. Comput. Graph. Forum, vol. 31, no. 8, pp. 2450–2477, 2012. 10.1111/j.1467-8659.2012.03158.x
    @article{bcdg+12,
      author = {Borgo, Rita and Chen, Min and Daubney, Ben and Grundy, Edward and Heidemann, Gunther and H{\"{o}}ferlin, Benjamin and H{\"{o}}ferlin, Markus and Leitte, Heike and Weiskopf, Daniel and Xie, Xianghua},
      doi = {10.1111/j.1467-8659.2012.03158.x},
      journal = {Comput. Graph. Forum},
      number = {8},
      pages = {2450--2477},
      timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
      title = {State of the Art Report on Video-Based Graphics and Video
      		  Visualization},
      url = {https://doi.org/10.1111/j.1467-8659.2012.03158.x},
      volume = {31},
      year = {2012}
    }
    
  17. H. Leitte, J. Fangerau, X. Lou, B. Höckendorf, S. Lemke, A. Maizel, and J. Wittbrodt. Visualization Software for 3D Video Microscopy: A Design Study. In 14th Eurographics Conference on Visualization, EuroVis 2012 - Short Papers, Vienna, Austria, June 5-8, 2012, 2012. 10.2312/PE/EuroVisShort/EuroVisShort2012/073-077
    @inproceedings{lflh+12,
      author = {Leitte, Heike and Fangerau, Jens and Lou, Xinghua and H{\"{o}}ckendorf, Burkhard and Lemke, Steffen and Maizel, Alexis and Wittbrodt, Jochen},
      booktitle = {14th Eurographics Conference on Visualization, EuroVis
      		  2012 - Short Papers, Vienna, Austria, June 5-8, 2012},
      doi = {10.2312/PE/EuroVisShort/EuroVisShort2012/073-077},
      editor = {Meyer, Miriah and Weinkauf, Tino},
      publisher = {Eurographics Association},
      timestamp = {Wed, 01 Jul 2020 13:32:37 +0200},
      title = {Visualization Software for 3D Video Microscopy: {A} Design
      		  Study},
      url = {https://doi.org/10.2312/PE/EuroVisShort/EuroVisShort2012/073-077},
      year = {2012}
    }
    
2011
  1. S. Schröder, H. Obermaier, C. Garth, and K. I. Joy. Feature-based Visualization of Dense Integral Line Data. In Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering - Proceedings of IRTG 1131 Workshop 2011, VLUDS 2011, June 10-11, 2011, Kaiserslautern, Germany, 2011, pp. 71–87. 10.4230/OASIcs.VLUDS.2011.71
    @inproceedings{sogj11,
      author = {Schr{\"{o}}der, Simon and Obermaier, Harald and Garth, Christoph and Joy, Kenneth I.},
      booktitle = {Visualization of Large and Unstructured Data Sets:
      		  Applications in Geospatial Planning, Modeling and
      		  Engineering - Proceedings of {IRTG} 1131 Workshop 2011,
      		  {VLUDS} 2011, June 10-11, 2011, Kaiserslautern, Germany},
      doi = {10.4230/OASIcs.VLUDS.2011.71},
      pages = {71--87},
      timestamp = {Thu, 23 Aug 2018 15:56:07 +0200},
      title = {Feature-based Visualization of Dense Integral Line Data},
      url = {https://doi.org/10.4230/OASIcs.VLUDS.2011.71},
      year = {2011}
    }
    
  2. P. Oesterling, C. Heine, H. Jänicke, G. Scheuermann, and G. Heyer. Visualization of High-Dimensional Point Clouds Using Their Density Distribution’s Topology. IEEE Trans. Vis. Comput. Graph., vol. 17, no. 11, pp. 1547–1559, 2011. 10.1109/TVCG.2011.27
    @article{ohjs+11,
      author = {Oesterling, Patrick and Heine, Christian and J{\"{a}}nicke, Heike and Scheuermann, Gerik and Heyer, Gerhard},
      doi = {10.1109/TVCG.2011.27},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {11},
      pages = {1547--1559},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Visualization of High-Dimensional Point Clouds Using Their
      		  Density Distribution's Topology},
      url = {https://doi.org/10.1109/TVCG.2011.27},
      volume = {17},
      year = {2011}
    }
    
  3. X. Lou, F. O. Kaster, M. S. Lindner, B. X. Kausler, U. Köthe, B. Hockendorf, J. Wittbrodt, H. Jänicke, and F. A. Hamprecht. Deltr: Digital embryo lineage tree reconstructor. In Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011, pp. 1557–1560. 10.1109/ISBI.2011.5872698
    @inproceedings{lklk+11,
      author = {Lou, Xinghua and Kaster, Frederik O. and Lindner, Martin S. and Kausler, Bernhard X. and K{\"{o}}the, Ullrich and Hockendorf, Burkhard and Wittbrodt, Jochen and J{\"{a}}nicke, Heike and Hamprecht, Fred A.},
      booktitle = {Proceedings of the 8th {IEEE} International Symposium on
      		  Biomedical Imaging: From Nano to Macro, {ISBI} 2011, March
      		  30 - April 2, 2011, Chicago, Illinois, {USA}},
      doi = {10.1109/ISBI.2011.5872698},
      pages = {1557--1560},
      publisher = {{IEEE}},
      timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
      title = {Deltr: Digital embryo lineage tree reconstructor},
      url = {https://doi.org/10.1109/ISBI.2011.5872698},
      year = {2011}
    }
    
  4. H. Jänicke, T. Weidner, D. H. S. Chung, R. S. Laramee, P. Townsend, and M. Chen. Visual Reconstructability as a Quality Metric for Flow Visualization. Comput. Graph. Forum, vol. 30, no. 3, pp. 781–790, 2011. 10.1111/j.1467-8659.2011.01927.x
    @article{jwcl+11,
      author = {J{\"{a}}nicke, Heike and Weidner, Thomas and Chung, David H. S. and Laramee, Robert S. and Townsend, Peter and Chen, Min},
      doi = {10.1111/j.1467-8659.2011.01927.x},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {781--790},
      timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
      title = {Visual Reconstructability as a Quality Metric for Flow
      		  Visualization},
      url = {https://doi.org/10.1111/j.1467-8659.2011.01927.x},
      volume = {30},
      year = {2011}
    }
    
  5. H. Jänicke. Information-theoretic Analysis of Unsteady Data. In Scientific Visualization: Interactions, Features, Metaphors, vol. 2, H. Hagen, Ed. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, 2011, pp. 118–128. 10.4230/DFU.Vol2.SciViz.2011.118
    @incollection{j11,
      author = {J{\"{a}}nicke, Heike},
      booktitle = {Scientific Visualization: Interactions, Features,
      		  Metaphors},
      doi = {10.4230/DFU.Vol2.SciViz.2011.118},
      editor = {Hagen, Hans},
      pages = {118--128},
      publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik,
      		  Germany},
      series = {Dagstuhl Follow-Ups},
      timestamp = {Sun, 21 May 2017 01:00:00 +0200},
      title = {Information-theoretic Analysis of Unsteady Data},
      url = {https://doi.org/10.4230/DFU.Vol2.SciViz.2011.118},
      volume = {2},
      year = {2011}
    }
    
  6. M. Hummel, C. Garth, B. Hamann, H. Hagen, and K. I. Joy. Illustrative Visualization of a Vortex Breakdown Bubble. Comput. Graph. Forum, vol. 30, no. 1, pp. 235–236, 2011. 10.1111/j.1467-8659.2010.01850.x
    @article{hghh+11,
      author = {Hummel, Mathias and Garth, Christoph and Hamann, Bernd and Hagen, Hans and Joy, Kenneth I.},
      doi = {10.1111/j.1467-8659.2010.01850.x},
      journal = {Comput. Graph. Forum},
      number = {1},
      pages = {235--236},
      timestamp = {Wed, 14 Jun 2017 20:36:05 +0200},
      title = {Illustrative Visualization of a Vortex Breakdown Bubble},
      url = {https://doi.org/10.1111/j.1467-8659.2010.01850.x},
      volume = {30},
      year = {2011}
    }
    
  7. L. J. Gosink, C. Garth, J. C. Anderson, E. W. Bethel, and K. I. Joy. An Application of Multivariate Statistical Analysis for Query-Driven Visualization. IEEE Trans. Vis. Comput. Graph., vol. 17, no. 3, pp. 264–275, 2011. 10.1109/TVCG.2010.80
    @article{ggab+11,
      author = {Gosink, Luke J. and Garth, Christoph and Anderson, John C. and Bethel, E. Wes and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2010.80},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {3},
      pages = {264--275},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {An Application of Multivariate Statistical Analysis for
      		  Query-Driven Visualization},
      url = {https://doi.org/10.1109/TVCG.2010.80},
      volume = {17},
      year = {2011}
    }
    
  8. E. Deines, G. H. Weber, C. Garth, B. van Straalen, and S. Borovikov. On the Computation of Integral Curves in Adaptive Mesh Refinement Vector Fields. In Scientific Visualization: Interactions, Features, Metaphors, 2011, pp. 73–91. 10.4230/DFU.Vol2.SciViz.2011.73
    @incollection{dwgs+11,
      author = {Deines, Eduard and Weber, Gunther H. and Garth, Christoph and van Straalen, Brian and Borovikov, Sergey},
      booktitle = {Scientific Visualization: Interactions, Features,
      		  Metaphors},
      doi = {10.4230/DFU.Vol2.SciViz.2011.73},
      pages = {73--91},
      timestamp = {Sun, 21 May 2017 00:20:48 +0200},
      title = {On the Computation of Integral Curves in Adaptive Mesh
      		  Refinement Vector Fields},
      url = {https://doi.org/10.4230/DFU.Vol2.SciViz.2011.73},
      year = {2011}
    }
    
  9. D. Camp, C. Garth, H. Childs, D. Pugmire, and K. I. Joy. Streamline Integration Using MPI-Hybrid Parallelism on a Large Multicore Architecture. IEEE Trans. Vis. Comput. Graph., vol. 17, no. 11, pp. 1702–1713, 2011. 10.1109/TVCG.2010.259
    @article{cgcp+11,
      author = {Camp, David and Garth, Christoph and Childs, Hank and Pugmire, David and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2010.259},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {11},
      pages = {1702--1713},
      timestamp = {Wed, 14 Jun 2017 20:30:57 +0200},
      title = {Streamline Integration Using MPI-Hybrid Parallelism on a
      		  Large Multicore Architecture},
      url = {https://doi.org/10.1109/TVCG.2010.259},
      volume = {17},
      year = {2011}
    }
    
  10. D. Camp, H. Childs, A. Chourasia, C. Garth, and K. I. Joy. Evaluating the benefits of an extended memory hierarchy for parallel streamline algorithms. In IEEE Symposium on Large Data Analysis and Visualization, LDAV 2011, Providence, Rhode Island, USA, 23-24 October, 2011, 2011, pp. 57–64. 10.1109/LDAV.2011.6092318
    @inproceedings{cccg+11,
      author = {Camp, David and Childs, Hank and Chourasia, Amit and Garth, Christoph and Joy, Kenneth I.},
      booktitle = {{IEEE} Symposium on Large Data Analysis and Visualization,
      		  {LDAV} 2011, Providence, Rhode Island, USA, 23-24 October,
      		  2011},
      doi = {10.1109/LDAV.2011.6092318},
      pages = {57--64},
      timestamp = {Sun, 21 May 2017 00:19:13 +0200},
      title = {Evaluating the benefits of an extended memory hierarchy
      		  for parallel streamline algorithms},
      url = {https://doi.org/10.1109/LDAV.2011.6092318},
      year = {2011}
    }
    
  11. R. Borgo et al. A Survey on Video-based Graphics and Video Visualization. In 32nd Annual Conference of the European Association for Computer Graphics, Eurographics 2011 - State of the Art Reports, Llandudno, UK, April 11-15, 2011, 2011, pp. 1–23. 10.2312/EG2011/stars/001-023
    @inproceedings{bcdg+11,
      author = {Borgo, Rita and Chen, Min and Daubney, Ben and Grundy, Edward and Heidemann, Gunther and H{\"{o}}ferlin, Benjamin and H{\"{o}}ferlin, Markus and J{\"{a}}nicke, Heike and Weiskopf, Daniel and Xie, Xianghua},
      booktitle = {32nd Annual Conference of the European Association for
      		  Computer Graphics, Eurographics 2011 - State of the Art
      		  Reports, Llandudno, UK, April 11-15, 2011},
      doi = {10.2312/EG2011/stars/001-023},
      editor = {John, Nigel W. and Wyvill, Brian},
      pages = {1--23},
      publisher = {Eurographics Association},
      timestamp = {Fri, 03 Jul 2020 16:45:59 +0200},
      title = {A Survey on Video-based Graphics and Video Visualization},
      url = {https://doi.org/10.2312/EG2011/stars/001-023},
      year = {2011}
    }
    
  12. A. Agranovsky, C. Garth, and K. I. Joy. Extracting Flow Structures Using Sparse Particles. In Proceedings of the Vision, Modeling, and Visualization Workshop 2011, Berlin, Germany, 4-6 October, 2011, 2011, pp. 153–160. 10.2312/PE/VMV/VMV11/153-160
    @inproceedings{agj11,
      author = {Agranovsky, Alexy and Garth, Christoph and Joy, Kenneth I.},
      booktitle = {Proceedings of the Vision, Modeling, and Visualization
      		  Workshop 2011, Berlin, Germany, 4-6 October, 2011},
      doi = {10.2312/PE/VMV/VMV11/153-160},
      pages = {153--160},
      timestamp = {Wed, 17 May 2017 14:24:39 +0200},
      title = {Extracting Flow Structures Using Sparse Particles},
      url = {https://doi.org/10.2312/PE/VMV/VMV11/153-160},
      year = {2011}
    }
    
  13. X. Tricoche, C. Garth, and A. R. Sanderson. Visualization of Topological Structures in Area-Preserving Maps. IEEE Trans. Vis. Comput. Graph., vol. 17, no. 12, pp. 1765–1774, 2011. 10.1109/TVCG.2011.254
    @article{tgs11,
      author = {Tricoche, Xavier and Garth, Christoph and Sanderson, Allen R.},
      doi = {10.1109/TVCG.2011.254},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {12},
      pages = {1765--1774},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Visualization of Topological Structures in Area-Preserving
      		  Maps},
      url = {https://doi.org/10.1109/TVCG.2011.254},
      volume = {17},
      year = {2011}
    }
    
2010
  1. G. H. Weber et al. Recent Advances in VisIt: AMR Streamlines and Query-driven Visualization. In Numerical Modeling of Space Plasma Flows, Astronum-2009, Sep. 2010, vol. 429, p. 329.
    @inproceedings{wabb+10,
      adsurl = {http://adsabs.harvard.edu/abs/2010ASPC..429..329W},
      author = {{Weber}, Gunter~H. and {Ahern}, Sean and {Bethel}, E.~Wes and {Borovikov}, Sergey~N. and {Childs}, Hank and {Deines}, Eduard and {Garth}, Christoph and {Hagen}, Hans and {Hamann}, Bernd and {Joy}, Kenneth~I. and {Martin}, Daniel F. and {Meredith}, J. and {Prabhat} and {Pugmire}, Dave and {R{\"u}bel}, Oliver. and {van Straalen}, Brian and {Wu}, Kesheng},
      booktitle = {Numerical Modeling of Space Plasma Flows, Astronum-2009},
      editor = {{Pogorelov}, N.~V. and {Audit}, E. and {Zank}, G.~P.},
      month = sep,
      pages = {329},
      series = {Astronomical Society of the Pacific Conference Series},
      title = {Recent Advances in VisIt: AMR Streamlines and Query-driven
      		  Visualization},
      volume = {429},
      year = {2010}
    }
    
    Abstract: Adaptive Mesh Refinement (AMR) is a highly effective method for simulations spanning a large range of spatiotemporal scales such as those encountered in astrophysical simulations. Combining research in novel AMR visualization algorithms and basic infrastructure work, the Department of Energy (DOE) Scientific Discovery through Advanced Computing (SciDAC) Visualization and Analytics Center for Enabling Technologies (VACET) has extended VisIt, an open source visualization tool that can handle AMR data without converting it to alternate representations. This paper focuses on two recent advances in the development of VisIt. First, we have developed streamline computation methods that properly handle multi-domain data sets and utilize effectively multiple processors on parallel machines. Furthermore, we are working on streamline calculation methods that consider an AMR hierarchy and detect transitions from a lower resolution patch into a finer patch and improve interpolation at level boundaries. Second, we focus on visualization of large-scale particle data sets. By integrating the DOE Scientific Data Management (SDM) Center’s FastBit indexing technology into VisIt, we are able to reduce particle counts effectively by thresholding and by loading only those particles from disk that satisfy the thresholding criteria. Furthermore, using FastBit it becomes possible to compute parallel coordinate views efficiently, thus facilitating interactive data exploration of massive particle data sets.
  2. H. Jänicke and G. Scheuermann. Visual Analysis of Flow Features Using Information Theory. IEEE Computer Graphics and Applications, vol. 30, no. 1, pp. 40–49, 2010. 10.1109/MCG.2010.17
    @article{js10b,
      author = {J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      doi = {10.1109/MCG.2010.17},
      journal = {{IEEE} Computer Graphics and Applications},
      number = {1},
      pages = {40--49},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      title = {Visual Analysis of Flow Features Using Information
      		  Theory},
      url = {https://doi.org/10.1109/MCG.2010.17},
      volume = {30},
      year = {2010}
    }
    
  3. H. Jänicke and G. Scheuermann. Towards Automatic Feature-based Visualization. In Scientific Visualization: Advanced Concepts, vol. 1, H. Hagen, Ed. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, 2010, pp. 62–77. 10.4230/DFU.SciViz.2010.62
    @incollection{js10a,
      author = {J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      booktitle = {Scientific Visualization: Advanced Concepts},
      doi = {10.4230/DFU.SciViz.2010.62},
      editor = {Hagen, Hans},
      pages = {62--77},
      publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik,
      		  Germany},
      series = {Dagstuhl Follow-Ups},
      timestamp = {Sun, 21 May 2017 01:00:00 +0200},
      title = {Towards Automatic Feature-based Visualization},
      url = {https://doi.org/10.4230/DFU.SciViz.2010.62},
      volume = {1},
      year = {2010}
    }
    
  4. H. Jänicke and G. Scheuermann. Measuring Complexity in Lagrangian and Eulerian Flow Descriptions. Comput. Graph. Forum, vol. 29, no. 6, pp. 1783–1794, 2010. 10.1111/j.1467-8659.2010.01648.x
    @article{js10,
      author = {J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      doi = {10.1111/j.1467-8659.2010.01648.x},
      journal = {Comput. Graph. Forum},
      number = {6},
      pages = {1783--1794},
      timestamp = {Fri, 26 May 2017 01:00:00 +0200},
      title = {Measuring Complexity in Lagrangian and Eulerian Flow
      		  Descriptions},
      url = {https://doi.org/10.1111/j.1467-8659.2010.01648.x},
      volume = {29},
      year = {2010}
    }
    
  5. P. Oesterling, C. Heine, H. Jänicke, and G. Scheuermann. Visual analysis of high dimensional point clouds using topological landscapes. In IEEE Pacific Visualization Symposium PacificVis 2010, Taipei, Taiwan, March 2-5, 2010, 2010, pp. 113–120. 10.1109/PACIFICVIS.2010.5429601
    @inproceedings{ohjs10,
      author = {Oesterling, Patrick and Heine, Christian and J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      booktitle = {{IEEE} Pacific Visualization Symposium PacificVis 2010,
      		  Taipei, Taiwan, March 2-5, 2010},
      doi = {10.1109/PACIFICVIS.2010.5429601},
      pages = {113--120},
      publisher = {{IEEE} Computer Society},
      timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
      title = {Visual analysis of high dimensional point clouds using
      		  topological landscapes},
      url = {https://doi.org/10.1109/PACIFICVIS.2010.5429601},
      year = {2010}
    }
    
  6. H. Jänicke, R. Borgo, J. S. D. Mason, and M. Chen. SoundRiver: Semantically-Rich Sound Illustration. Comput. Graph. Forum, vol. 29, no. 2, pp. 357–366, 2010. 10.1111/j.1467-8659.2009.01605.x
    @article{jbmc10,
      author = {J{\"{a}}nicke, Heike and Borgo, Rita and Mason, John S. D. and Chen, Min},
      doi = {10.1111/j.1467-8659.2009.01605.x},
      journal = {Comput. Graph. Forum},
      number = {2},
      pages = {357--366},
      timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
      title = {\emph{SoundRiver: } Semantically-Rich Sound Illustration},
      url = {https://doi.org/10.1111/j.1467-8659.2009.01605.x},
      volume = {29},
      year = {2010}
    }
    
  7. M. Hlawitschka, C. Garth, X. Tricoche, G. L. Kindlmann, G. Scheuermann, K. I. Joy, and B. Hamann. Direct visualization of fiber information by coherence. Int. J. Computer Assisted Radiology and Surgery, vol. 5, no. 2, pp. 125–131, 2010. 10.1007/s11548-009-0302-5
    @article{hgtk+10,
      author = {Hlawitschka, Mario and Garth, Christoph and Tricoche, Xavier and Kindlmann, Gordon L. and Scheuermann, Gerik and Joy, Kenneth I. and Hamann, Bernd},
      doi = {10.1007/s11548-009-0302-5},
      journal = {Int. J. Computer Assisted Radiology and Surgery},
      number = {2},
      pages = {125--131},
      timestamp = {Wed, 14 Jun 2017 20:33:27 +0200},
      title = {Direct visualization of fiber information by coherence},
      url = {https://doi.org/10.1007/s11548-009-0302-5},
      volume = {5},
      year = {2010}
    }
    
  8. M. Hummel, C. Garth, B. Hamann, H. Hagen, and K. I. Joy. IRIS: Illustrative Rendering for Integral Surfaces. IEEE Trans. Vis. Comput. Graph., vol. 16, no. 6, pp. 1319–1328, 2010. 10.1109/TVCG.2010.173
    @article{hghh+10,
      author = {Hummel, Mathias and Garth, Christoph and Hamann, Bernd and Hagen, Hans and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2010.173},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1319--1328},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {{IRIS:} Illustrative Rendering for Integral Surfaces},
      url = {https://doi.org/10.1109/TVCG.2010.173},
      volume = {16},
      year = {2010}
    }
    
  9. C. Garth and K. I. Joy. Fast, Memory-Efficient Cell Location in Unstructured Grids for Visualization. IEEE Trans. Vis. Comput. Graph., vol. 16, no. 6, pp. 1541–1550, 2010. 10.1109/TVCG.2010.156
    @article{gj10,
      author = {Garth, Christoph and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2010.156},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1541--1550},
      timestamp = {Wed, 14 Jun 2017 20:30:56 +0200},
      title = {Fast, Memory-Efficient Cell Location in Unstructured Grids
      		  for Visualization},
      url = {https://doi.org/10.1109/TVCG.2010.156},
      volume = {16},
      year = {2010}
    }
    
  10. M. Chen and H. Jänicke. An Information-theoretic Framework for Visualization. IEEE Trans. Vis. Comput. Graph., vol. 16, no. 6, pp. 1206–1215, 2010. 10.1109/TVCG.2010.132
    @article{cj10,
      author = {Chen, Min and J{\"{a}}nicke, Heike},
      doi = {10.1109/TVCG.2010.132},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1206--1215},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      title = {An Information-theoretic Framework for Visualization},
      url = {https://doi.org/10.1109/TVCG.2010.132},
      volume = {16},
      year = {2010}
    }
    
  11. R. Borgo, K. J. Proctor, M. Chen, H. Jänicke, T. Murray, and I. M. Thornton. Evaluating the impact of task demands and block resolution on the effectiveness of pixel-based visualization. IEEE Trans. Vis. Comput. Graph., vol. 16, no. 6, pp. 963–972, 2010. 10.1109/TVCG.2010.150
    @article{bpcj+10,
      author = {Borgo, Rita and Proctor, Karl J. and Chen, Min and J{\"{a}}nicke, Heike and Murray, Tavi and Thornton, Ian M.},
      doi = {10.1109/TVCG.2010.150},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {963--972},
      timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
      title = {Evaluating the impact of task demands and block resolution
      		  on the effectiveness of pixel-based visualization},
      url = {https://doi.org/10.1109/TVCG.2010.150},
      volume = {16},
      year = {2010}
    }
    
  12. J. C. Anderson, C. Garth, M. A. Duchaineau, and K. I. Joy. Smooth, Volume-Accurate Material Interface Reconstruction. IEEE Trans. Vis. Comput. Graph., vol. 16, no. 5, pp. 802–814, 2010. 10.1109/TVCG.2010.17
    @article{agdj10,
      author = {Anderson, John C. and Garth, Christoph and Duchaineau, Mark A. and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2010.17},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {5},
      pages = {802--814},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Smooth, Volume-Accurate Material Interface
      		  Reconstruction},
      url = {https://doi.org/10.1109/TVCG.2010.17},
      volume = {16},
      year = {2010}
    }
    
  13. H. Jänicke and M. Chen. A Salience-based Quality Metric for Visualization. Comput. Graph. Forum, vol. 29, no. 3, pp. 1183–1192, 2010. 10.1111/j.1467-8659.2009.01667.x
    @article{jc10,
      author = {J{\"{a}}nicke, Heike and Chen, Min},
      doi = {10.1111/j.1467-8659.2009.01667.x},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {1183--1192},
      timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
      title = {A Salience-based Quality Metric for Visualization},
      url = {https://doi.org/10.1111/j.1467-8659.2009.01667.x},
      volume = {29},
      year = {2010}
    }
    
2009
  1. X. Tricoche and C. Garth. Topological Methods for Visualizing Vortical Flows. In Mathematical Foundations of Scientific Visualization, Computer Graphics, and Massive Data Exploration, T. Möller, B. Hamann, and R. D. Russell, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 89–107. 10.1007/b106657_5
    @inbook{tg09,
      address = {Berlin, Heidelberg},
      author = {Tricoche, Xavier and Garth, Christoph},
      booktitle = {Mathematical Foundations of Scientific Visualization,
      		  Computer Graphics, and Massive Data Exploration},
      doi = {10.1007/b106657_5},
      editor = {M{\"o}ller, Torsten and Hamann, Bernd and Russell, Robert D.},
      isbn = {978-3-540-49926-8},
      pages = {89--107},
      publisher = {Springer Berlin Heidelberg},
      title = {Topological Methods for Visualizing Vortical Flows},
      year = {2009}
    }
    
    Abstract: The paper describes the application of topological methods to the visualization of vortical flow patterns that arise in simulations from Computational Fluid Dynamics. Two techniques are presented: the first is concerned with the exploration of complicated, instanta- neous flow structures while the second one permits the visualization of their temporal evolu- tion in large-scale transient simulations. In both cases the mathematical framework is derived from the notion of parametric topology. This yields a unified formalism that permits to effi- ciently address the challenges raised by typical flow problems. The benefits of this approach are demonstrated in the analysis and visualization of transient vortical flows that undergo the phenomenon of vortex breakdown.
  2. A. Wiebel, C. Garth, M. Hlawitschka, T. Wischgoll, and G. Scheuermann. Fantom-lessons learned from design, implementation, administration, and use of a visualization system for over 10 years. In Refactoring Visualization from Experience (ReVisE) 2009, co-located with IEEE Visualization, 2009.
    @article{wghw+09,
      author = {Wiebel, Alexander and Garth, Christoph and Hlawitschka, Mario and Wischgoll, Thomas and Scheuermann, Gerik},
      journal = {In Refactoring Visualization from Experience (ReVisE)
      		  2009, co-located with IEEE Visualization},
      title = {Fantom-lessons learned from design, implementation,
      		  administration, and use of a visualization system for over
      		  10 years},
      year = {2009}
    }
    
  3. H. Krishnan, C. Garth, and K. I. Joy. Time and Streak Surfaces for Flow Visualization in Large Time-Varying Data Sets. IEEE Trans. Vis. Comput. Graph., vol. 15, no. 6, pp. 1267–1274, 2009. 10.1109/TVCG.2009.190
    @article{kgj09,
      author = {Krishnan, Harinarayan and Garth, Christoph and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2009.190},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1267--1274},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Time and Streak Surfaces for Flow Visualization in Large
      		  Time-Varying Data Sets},
      url = {https://doi.org/10.1109/TVCG.2009.190},
      volume = {15},
      year = {2009}
    }
    
  4. H. Jänicke and G. Scheuermann. Steady visualization of the dynamics in fluids using epsilon-machines. Comput. Graph., vol. 33, no. 5, pp. 597–606, 2009. 10.1016/j.cag.2009.06.003
    @article{js09,
      author = {J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      doi = {10.1016/j.cag.2009.06.003},
      journal = {Comput. Graph.},
      number = {5},
      pages = {597--606},
      timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
      title = {Steady visualization of the dynamics in fluids using
      		  epsilon-machines},
      url = {https://doi.org/10.1016/j.cag.2009.06.003},
      volume = {33},
      year = {2009}
    }
    
  5. H. Jänicke, M. Böttinger, U. Mikolajewicz, and G. Scheuermann. Visual Exploration of Climate Variability Changes Using Wavelet Analysis. IEEE Trans. Vis. Comput. Graph., vol. 15, no. 6, pp. 1375–1382, 2009. 10.1109/TVCG.2009.197
    @article{jbms09,
      author = {J{\"{a}}nicke, Heike and B{\"{o}}ttinger, Michael and Mikolajewicz, Uwe and Scheuermann, Gerik},
      doi = {10.1109/TVCG.2009.197},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1375--1382},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Visual Exploration of Climate Variability Changes Using
      		  Wavelet Analysis},
      url = {https://doi.org/10.1109/TVCG.2009.197},
      volume = {15},
      year = {2009}
    }
    
  6. H. Jänicke. Information theoretic methods for the visual analysis of climate and flow data. PhD thesis, Martin Luther University of Halle-Wittenberg, 2009. http://d-nb.info/997095261
    @phdthesis{j09,
      author = {J{\"{a}}nicke, Heike},
      school = {Martin Luther University of Halle-Wittenberg},
      timestamp = {Wed, 04 May 2016 01:00:00 +0200},
      title = {Information theoretic methods for the visual analysis of
      		  climate and flow data},
      url = {http://d-nb.info/997095261},
      year = {2009}
    }
    
  7. C. Garth, G.-S. Li, X. Tricoche, C. D. Hansen, and H. Hagen. Visualization of Coherent Structures in Transient 2D Flows. In Topology-Based Methods in Visualization II, H.-C. Hege, K. Polthier, and G. Scheuermann, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 1–13. 10.1007/978-3-540-88606-8_1
    @inbook{glth+09,
      address = {Berlin, Heidelberg},
      author = {Garth, Christoph and Li, Guo-Shi and Tricoche, Xavier and Hansen, Charles D. and Hagen, Hans},
      booktitle = {Topology-Based Methods in Visualization II},
      doi = {10.1007/978-3-540-88606-8_1},
      editor = {Hege, Hans-Christian and Polthier, Konrad and Scheuermann, Gerik},
      isbn = {978-3-540-88606-8},
      pages = {1--13},
      publisher = {Springer Berlin Heidelberg},
      title = {Visualization of Coherent Structures in Transient 2D
      		  Flows},
      year = {2009}
    }
    
    Abstract: The depiction of a time-dependent flow in a way that effectively sup ports the structural analysis of its salient patterns is still a challenging problem for flow visualization research. While a variety of powerful approaches have been investigated for over a decade now, none of them so far has been able to yield repre sentations that effectively combine good visual quality and a physical interpretation that is both intuitive and reliable. Yet, with the huge amount of flow data generated by numerical computations of growing size and complexity, scientists and engineers are faced with a daunting analysis task in which the ability to identify, extract, and display the most meaningful information contained in the data is becoming absolutely indispensable.
  8. C. Garth et al. Vector Field Visual Data Analysis Technologies for Petascale Computational Science. SciDAC Review, vol. 15, no. LBNL-2983E, 2009.
    @article{gdjb+09,
      author = {Garth, Christoph and Deines, Eduard and Joy, Kenneth I. and Bethel, E. Wes and Childs, Hank and Weber, Gunther and Ahern, Sean and Pugmire, Dave and Sanderson, Allen and Johnson, Chris},
      journal = {SciDAC Review},
      number = {LBNL-2983E},
      publisher = {Ernest Orlando Lawrence Berkeley National Laboratory,
      		  Berkeley, CA (US)},
      title = {Vector Field Visual Data Analysis Technologies for
      		  Petascale Computational Science},
      volume = {15},
      year = {2009}
    }
    
  9. E. W. Bethel et al. Occam’s Razor and Petascale Visual Data Analysis. Journal of Physics Conference Series, Proceedings of SciDAC 2009, vol. 180, p. 012084, Jun. 2009. 10.1088/1742-6596/180/1/012084
    @article{bjab+09,
      author = {Bethel, E. W. and Johnson, C. and Ahern, S. and Bell, J. and Bremer, P.-T. and Childs, H. and Cormier-Michel, E. and Day, M. and Deines, E. and Fogal, T. and Garth, C. and Geddes, C. G. R. and Hagen, H. and Hamann, B. and Hansen, C. and Jacobsen, J. and Joy, K. and Kr\"{u}ger, J. and Meredith, J. and Messmer, P. and Ostrouchov, G. and Pascucci, V. and Potter, K. and Prabhat and Pugmire, D. and R\"{u}bel, O. and Sanderson, A. and Silva, C. and Ushizima, D. and Weber, G. and Whitlock, B. and Wu., K.},
      doi = {10.1088/1742-6596/180/1/012084},
      journal = {Journal of Physics Conference Series, Proceedings of
      		  SciDAC 2009},
      month = jun,
      note = {LBNL-2210E},
      pages = {012084},
      title = {{Occam's Razor and Petascale Visual Data Analysis}},
      volume = {180},
      year = {2009}
    }
    
  10. D. Pugmire, H. Childs, C. Garth, S. Ahern, and G. H. Weber. Scalable computation of streamlines on very large datasets. 2009. 10.1145/1654059.1654076
    @inproceedings{pcga+09,
      author = {Pugmire, David and Childs, Hank and Garth, Christoph and Ahern, Sean and Weber, Gunther H.},
      booktitle = {Proceedings of the {ACM/IEEE} Conference on High
      		  Performance Computing, {SC} 2009, November 14-20, 2009,
      		  Portland, Oregon, {USA}},
      doi = {10.1145/1654059.1654076},
      timestamp = {Thu, 15 Jun 2017 21:36:31 +0200},
      title = {Scalable computation of streamlines on very large
      		  datasets},
      url = {http://doi.acm.org/10.1145/1654059.1654076},
      year = {2009},
      bdsk-url-2 = {https://doi.org/10.1145/1654059.1654076}
    }
    
2008
  1. T. Salzbrunn, C. Garth, G. Scheuermann, and J. Meyer. Pathline predicates and unsteady flow structures. The Visual Computer, vol. 24, no. 12, pp. 1039–1051, 2008. 10.1007/s00371-007-0204-x
    @article{sgsm08,
      author = {Salzbrunn, Tobias and Garth, Christoph and Scheuermann, Gerik and Meyer, Joerg},
      doi = {10.1007/s00371-007-0204-x},
      journal = {The Visual Computer},
      number = {12},
      pages = {1039--1051},
      timestamp = {Sat, 20 May 2017 00:23:22 +0200},
      title = {Pathline predicates and unsteady flow structures},
      url = {https://doi.org/10.1007/s00371-007-0204-x},
      volume = {24},
      year = {2008}
    }
    
  2. R. S. Laramee, G. Erlebacher, C. Garth, T. Schafhitzel, H. Theisel, X. Tricoche, T. Weinkauf, and D. Weiskopf. Applications of texture-based flow visualization. Engineering Applications of Computational Fluid Mechanics, vol. 2, no. 3, pp. 264–274, 2008.
    @article{legs+08,
      author = {Laramee, Robert S. and Erlebacher, Gordon and Garth, Christoph and Schafhitzel, Tobias and Theisel, Holger and Tricoche, Xavier and Weinkauf, Tino and Weiskopf, Daniel},
      journal = {Engineering Applications of Computational Fluid
      		  Mechanics},
      number = {3},
      pages = {264--274},
      publisher = {Taylor {\&} Francis},
      title = {Applications of texture-based flow visualization},
      volume = {2},
      year = {2008}
    }
    
  3. H. Jänicke, M. Böttinger, X. Tricoche, and G. Scheuermann. Automatic Detection and Visualization of Distinctive Structures in 3D Unsteady Multi-fields. Comput. Graph. Forum, vol. 27, no. 3, pp. 767–774, 2008. 10.1111/j.1467-8659.2008.01206.x
    @article{jbts08,
      author = {J{\"{a}}nicke, Heike and B{\"{o}}ttinger, Michael and Tricoche, Xavier and Scheuermann, Gerik},
      doi = {10.1111/j.1467-8659.2008.01206.x},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {767--774},
      timestamp = {Fri, 26 May 2017 01:00:00 +0200},
      title = {Automatic Detection and Visualization of Distinctive
      		  Structures in 3D Unsteady Multi-fields},
      url = {https://doi.org/10.1111/j.1467-8659.2008.01206.x},
      volume = {27},
      year = {2008}
    }
    
  4. H. Jänicke, M. Böttinger, and G. Scheuermann. Brushing of Attribute Clouds for the Visualization of Multivariate Data. IEEE Trans. Vis. Comput. Graph., vol. 14, no. 6, pp. 1459–1466, 2008. 10.1109/TVCG.2008.116
    @article{jbs08,
      author = {J{\"{a}}nicke, Heike and B{\"{o}}ttinger, Michael and Scheuermann, Gerik},
      doi = {10.1109/TVCG.2008.116},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1459--1466},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Brushing of Attribute Clouds for the Visualization of
      		  Multivariate Data},
      url = {https://doi.org/10.1109/TVCG.2008.116},
      volume = {14},
      year = {2008}
    }
    
  5. C. Garth, A. Wiebel, X. Tricoche, K. I. Joy, and G. Scheuermann. Lagrangian Visualization of Flow-Embedded Surface Structures. Comput. Graph. Forum, vol. 27, no. 3, pp. 1007–1014, 2008. 10.1111/j.1467-8659.2008.01236.x
    @article{gwtj+08,
      author = {Garth, Christoph and Wiebel, Alexander and Tricoche, Xavier and Joy, Kenneth I. and Scheuermann, Gerik},
      doi = {10.1111/j.1467-8659.2008.01236.x},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {1007--1014},
      timestamp = {Wed, 14 Jun 2017 20:36:04 +0200},
      title = {Lagrangian Visualization of Flow-Embedded Surface
      		  Structures},
      url = {https://doi.org/10.1111/j.1467-8659.2008.01236.x},
      volume = {27},
      year = {2008}
    }
    
  6. C. Garth, X. Tricoche, A. Wiebel, and K. I. Joy. On the role of domain-specific knowledge in the visualization of technical flows. In Simulation and Visualization 2008 (SimVis 2008), 18-29 Februar 2008, Magdeburg, 2008, pp. 107–120. http://www.simvis.org/Tagung2008/sv-proceedings.html
    @inproceedings{gtwj08,
      author = {Garth, Christoph and Tricoche, Xavier and Wiebel, Alexander and Joy, Kenneth I.},
      booktitle = {Simulation and Visualization 2008 (SimVis 2008), 18-29
      		  Februar 2008, Magdeburg},
      pages = {107--120},
      timestamp = {Wed, 12 Mar 2008 10:45:56 +0100},
      title = {On the role of domain-specific knowledge in the
      		  visualization of technical flows},
      url = {http://www.simvis.org/Tagung2008/sv-proceedings.html},
      year = {2008}
    }
    
  7. C. Garth, H. Krishnan, X. Tricoche, T. Tricoche, and K. I. Joy. Generation of Accurate Integral Surfaces in Time-Dependent Vector Fields. IEEE Trans. Vis. Comput. Graph., vol. 14, no. 6, pp. 1404–1411, 2008. 10.1109/TVCG.2008.133
    @article{gktt+08,
      author = {Garth, Christoph and Krishnan, Han and Tricoche, Xavier and Tricoche, Tom and Joy, Kenneth I.},
      doi = {10.1109/TVCG.2008.133},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1404--1411},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Generation of Accurate Integral Surfaces in Time-Dependent
      		  Vector Fields},
      url = {https://doi.org/10.1109/TVCG.2008.133},
      volume = {14},
      year = {2008}
    }
    
  8. B. C. Budge, J. C. Anderson, C. Garth, and K. I. Joy. A hybrid CPU-GPU implementation for interactive ray-tracing of dynamic scenes. University of California, Davis Computer Science, Tech. Rep. CSE-2008-9, 2008.
    @article{bagj08a,
      author = {Budge, Brian C. and Anderson, John C. and Garth, Christoph and Joy, Kenneth I.},
      journal = {University of California, Davis Computer Science, Tech.
      		  Rep. CSE-2008-9},
      title = {A hybrid CPU-GPU implementation for interactive
      		  ray-tracing of dynamic scenes},
      year = {2008}
    }
    
  9. B. C. Budge, J. C. Anderson, C. Garth, and K. I. Joy. A straightforward CUDA implementation for interactive ray-tracing. In Interactive Ray Tracing, 2008. RT 2008. IEEE Symposium on, 2008, pp. 178–178.
    @inproceedings{bagj08,
      author = {Budge, Brian C. and Anderson, John C. and Garth, Christoph and Joy, Kenneth I.},
      booktitle = {Interactive Ray Tracing, 2008. RT 2008. IEEE Symposium
      		  on},
      organization = {IEEE},
      pages = {178--178},
      title = {A straightforward CUDA implementation for interactive
      		  ray-tracing},
      year = {2008}
    }
    
  10. J. C. Anderson, C. Garth, M. A. Duchaineau, and K. I. Joy. Discrete Multi-Material Interface Reconstruction for Volume Fraction Data. Comput. Graph. Forum, vol. 27, no. 3, pp. 1015–1022, 2008. 10.1111/j.1467-8659.2008.01237.x
    @article{agdj08,
      author = {Anderson, John C. and Garth, Christoph and Duchaineau, Mark A. and Joy, Kenneth I.},
      doi = {10.1111/j.1467-8659.2008.01237.x},
      journal = {Comput. Graph. Forum},
      number = {3},
      pages = {1015--1022},
      timestamp = {Fri, 26 May 2017 22:53:55 +0200},
      title = {Discrete Multi-Material Interface Reconstruction for
      		  Volume Fraction Data},
      url = {https://doi.org/10.1111/j.1467-8659.2008.01237.x},
      volume = {27},
      year = {2008}
    }
    
  11. T. Salzbrunn, H. Jänicke, T. Wischgoll, and G. Scheuermann. The State of the Art in Flow Visualization: Partition-Based Techniques. In Simulation and Visualization 2008 (SimVis 2008), 18-29 Februar 2008, Magdeburg, 2008, pp. 75–92. http://www.simvis.org/Tagung2008/sv-proceedings.html
    @inproceedings{sjws08,
      author = {Salzbrunn, Tobias and J{\"{a}}nicke, Heike and Wischgoll, Thomas and Scheuermann, Gerik},
      booktitle = {Simulation and Visualization 2008 (SimVis 2008), 18-29
      		  Februar 2008, Magdeburg},
      editor = {Hauser, Helwig and Stra{\ss}burger, Steffen and Theisel, Holger},
      pages = {75--92},
      publisher = {{SCS} Publishing House e.V.},
      timestamp = {Wed, 12 Mar 2008 10:45:01 +0100},
      title = {The State of the Art in Flow Visualization:
      		  Partition-Based Techniques},
      url = {http://www.simvis.org/Tagung2008/sv-proceedings.html},
      year = {2008}
    }
    
2007
  1. A. Wiebel, C. Garth, and G. Scheuermann. Computation of Localized Flow for Steady and Unsteady Vector Fields and Its Applications. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 4, pp. 641–651, 2007. 10.1109/TVCG.2007.4293009
    @article{wgs07,
      author = {Wiebel, Alexander and Garth, Christoph and Scheuermann, Gerik},
      doi = {10.1109/TVCG.2007.4293009},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {4},
      pages = {641--651},
      timestamp = {Wed, 14 Jun 2017 20:30:57 +0200},
      title = {Computation of Localized Flow for Steady and Unsteady
      		  Vector Fields and Its Applications},
      url = {https://doi.org/10.1109/TVCG.2007.4293009},
      volume = {13},
      year = {2007}
    }
    
  2. M. Schlemmer, M. Heringer, F. Morr, I. Hotz, M. Hering-Bertram, C. Garth, W. Kollmann, B. Hamann, and H. Hagen. Moment Invariants for the Analysis of 2D Flow Fields. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 6, pp. 1743–1750, 2007. 10.1109/TVCG.2007.70579
    @article{shmh+07,
      author = {Schlemmer, Michael and Heringer, Manuel and Morr, Florian and Hotz, Ingrid and Hering{-}Bertram, Martin and Garth, Christoph and Kollmann, Wolfgang and Hamann, Bernd and Hagen, Hans},
      doi = {10.1109/TVCG.2007.70579},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1743--1750},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Moment Invariants for the Analysis of 2D Flow Fields},
      url = {https://doi.org/10.1109/TVCG.2007.70579},
      volume = {13},
      year = {2007}
    }
    
  3. F. Michel, E. Deines, M. Hering-Bertram, C. Garth, and H. Hagen. Listener-based Analysis of Surface Importance for Acoustic Metrics. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 6, pp. 1680–1687, 2007. 10.1109/TVCG.2007.70575
    @article{mdhg+07,
      author = {Michel, Frank and Deines, Eduard and Hering{-}Bertram, Martin and Garth, Christoph and Hagen, Hans},
      doi = {10.1109/TVCG.2007.70575},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1680--1687},
      timestamp = {Wed, 14 Jun 2017 20:30:58 +0200},
      title = {Listener-based Analysis of Surface Importance for Acoustic
      		  Metrics},
      url = {https://doi.org/10.1109/TVCG.2007.70575},
      volume = {13},
      year = {2007}
    }
    
  4. H. Jänicke, A. Wiebel, G. Scheuermann, and W. Kollmann. Multifield Visualization Using Local Statistical Complexity. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 6, pp. 1384–1391, 2007. 10.1109/TVCG.2007.70615
    @article{jwsk07,
      author = {J{\"{a}}nicke, Heike and Wiebel, Alexander and Scheuermann, Gerik and Kollmann, Wolfgang},
      doi = {10.1109/TVCG.2007.70615},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1384--1391},
      timestamp = {Sun, 28 May 2017 01:00:00 +0200},
      title = {Multifield Visualization Using Local Statistical
      		  Complexity},
      url = {https://doi.org/10.1109/TVCG.2007.70615},
      volume = {13},
      year = {2007}
    }
    
  5. H. Hauser, H. Hagen, and H. Theisel, Eds. Topology-based Methods in Visualization. Berlin, Heidelberg: Springer, 2007.
    @proceedings{hht07,
      address = {Berlin, Heidelberg},
      booktitle = {Topology-based Methods in Visualization},
      editor = {Hauser, Helwig and Hagen, Hans and Theisel, Holger},
      isbn = {978-3-540-70823-0},
      publisher = {Springer},
      title = {Topology-based Methods in Visualization},
      year = {2007}
    }
    
  6. C. Garth, R. S. Laramee, X. Tricoche, J. Schneider, and H. Hagen. Extraction and Visualization of Swirl and Tumble Motion from Engine Simulation Data. In Topology-based Methods in Visualization, H. Hauser, H. Hagen, and H. Theisel, Eds. Berlin, Heidelberg: Springer, pp. 121–135. 10.1007/978-3-540-70823-0_9
    @inbook{glts+07,
      author = {Garth, Christoph and Laramee, Robert S. and Tricoche, Xavier and Schneider, J{\"u}rgen and Hagen, Hans},
      crossref = {hht07},
      doi = {10.1007/978-3-540-70823-0_9},
      keywords = {check},
      pages = {121--135},
      title = {Extraction and Visualization of Swirl and Tumble Motion
      		  from Engine Simulation Data}
    }
    
    Abstract: An optimal combustion process within an engine block is central to the performance of many motorized vehicles. Associated with this process are two important patterns of flow: swirl and tumble motion, which optimize the mixing of fluid within each of an engine’s cylinders. The simulation data associated with in-cylinder tumble motion within a gas engine, given on an unstructured, timevarying and adaptive resolution CFD grid, demands robust visualization methods that apply to unsteady flow. Good visualizations are necessary to analyze the simulation data of these in-cylinder flows. We present a range of methods including integral, feature-based, and image-based schemes with the goal of extracting and visualizing these two important patterns of motion. We place a strong emphasis on automatic and semi-automatic methods, including topological analysis, that require little or no user input.We make effective use of animation to visualize the time-dependent simulation data. We also describe the challenges and implementation measures necessary in order to apply the presented methods to time-varying, volumetric grids.
  7. A. Wiebel, X. Tricoche, D. Schneider, H. Jänicke, and G. Scheuermann. Generalized Streak Lines: Analysis and Visualization of Boundary Induced Vortices. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 6, pp. 1735–1742, 2007. 10.1109/TVCG.2007.70557
    @article{wtsj+07,
      author = {Wiebel, Alexander and Tricoche, Xavier and Schneider, Dominic and J{\"{a}}nicke, Heike and Scheuermann, Gerik},
      doi = {10.1109/TVCG.2007.70557},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1735--1742},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      title = {Generalized Streak Lines: Analysis and Visualization of
      		  Boundary Induced Vortices},
      url = {https://doi.org/10.1109/TVCG.2007.70557},
      volume = {13},
      year = {2007}
    }
    
  8. C. Garth. Visualization of Complex Three-Dimensional Flow Structures. PhD thesis, Technische Universität Kaiserslautern, 2007. http://nbn-resolving.de/urn:nbn:de:hbz:386-kluedo-21534
    @phdthesis{g07,
      author = {Garth, Christoph},
      school = {Technische Universit{\"a}t Kaiserslautern},
      title = {Visualization of Complex Three-Dimensional Flow
      		  Structures},
      url = {http://nbn-resolving.de/urn:nbn:de:hbz:386-kluedo-21534},
      year = {2007}
    }
    
  9. J. Ebling, A. Wiebel, C. Garth, and G. Scheuermann. Topology Based Flow Analysis and Superposition Effects. In Topology-based Methods in Visualization, pp. 91–103. 10.1007/978-3-540-70823-0_7
    @inproceedings{ewgs07,
      author = {Ebling, Julia and Wiebel, Alexander and Garth, Christoph and Scheuermann, Gerik},
      crossref = {hht07},
      doi = {10.1007/978-3-540-70823-0_7},
      pages = {91--103},
      title = {Topology Based Flow Analysis and Superposition Effects}
    }
    
    Abstract: Using topology for feature analysis in flow fields faces several problems. First of all, not all features can be detected using topology based methods. Second, while in flow feature analysis the user is interested in a quantification of feature parameters like position, size, shape, radial velocity and other parameters of feature models, many of these parameters can not be determined using topology based methods alone. Additionally, in some applications it is advantageous to regard the vector field as a superposition of several, possibly simple, features. As topology based methods are quite sensitive to superposition effects, their precision and usability is limited in these cases. In this paper, topology based analysis and visualization of flow fields is estimated and compared to other feature based approaches demonstrating these problems.
  10. C. Garth, F. Gerhardt, X. Tricoche, and H. Hagen. Efficient Computation and Visualization of Coherent Structures in Fluid Flow Applications. IEEE Trans. Vis. Comput. Graph., vol. 13, no. 6, pp. 1464–1471, 2007. 10.1109/TVCG.2007.70551
    @article{ggth07,
      author = {Garth, Christoph and Gerhardt, Florian and Tricoche, Xavier and Hagen, Hans},
      doi = {10.1109/TVCG.2007.70551},
      journal = {{IEEE} Trans. Vis. Comput. Graph.},
      number = {6},
      pages = {1464--1471},
      timestamp = {Wed, 14 Jun 2017 20:30:57 +0200},
      title = {Efficient Computation and Visualization of Coherent
      		  Structures in Fluid Flow Applications},
      url = {https://doi.org/10.1109/TVCG.2007.70551},
      volume = {13},
      year = {2007}
    }
    
2006
  1. A. R. Sanderson, X. Tricoche, C. Garth, S. Kruger, C. Sovinec, E. Held, and J. Breslau. Detection of Magnetic Nulls in Toroidal Geometry. In APS Meeting Abstracts, 2006, vol. 1, p. 1094.
    @inproceedings{stgk+06,
      author = {Sanderson, Allen R. and Tricoche, Xavier and Garth, Christoph and Kruger, Scott and Sovinec, Carl and Held, Eric and Breslau, Joshua},
      booktitle = {APS Meeting Abstracts},
      pages = {1094},
      title = {Detection of Magnetic Nulls in Toroidal Geometry},
      volume = {1},
      year = {2006}
    }
    
  2. X. Tricoche, C. Garth, and G. Scheuermann. Fast and robust extraction of separation line features. In Scientific Visualization: The Visual Extraction of Knowledge from Data, Springer, Berlin, Heidelberg, 2006, pp. 249–263.
    @incollection{tgs06,
      author = {Tricoche, Xavier and Garth, Christoph and Scheuermann, Gerik},
      booktitle = {Scientific Visualization: The Visual Extraction of
      		  Knowledge from Data},
      keywords = {check},
      pages = {249--263},
      publisher = {Springer, Berlin, Heidelberg},
      title = {Fast and robust extraction of separation line features},
      year = {2006}
    }
    
  3. R. S. Laramee, C. Garth, J. Schneider, and H. Hauser. Texture Advection on Stream Surfaces: A Novel Hybrid Visualization Applied to CFD Simulation Results. In EuroVis06: Joint Eurographics - IEEE VGTC Symposium on Visualization, Lisbon, Portugal, 8-10 May 2006, 2006, pp. 155–162. 10.2312/VisSym/EuroVis06/155-162
    @inproceedings{lgsh06,
      author = {Laramee, Robert S. and Garth, Christoph and Schneider, J{\"{u}}rgen and Hauser, Helwig},
      booktitle = {EuroVis06: Joint Eurographics - {IEEE} {VGTC} Symposium on
      		  Visualization, Lisbon, Portugal, 8-10 May 2006},
      doi = {10.2312/VisSym/EuroVis06/155-162},
      pages = {155--162},
      timestamp = {Thu, 15 Jun 2017 21:36:35 +0200},
      title = {Texture Advection on Stream Surfaces: {A} Novel Hybrid
      		  Visualization Applied to {CFD} Simulation Results},
      url = {https://doi.org/10.2312/VisSym/EuroVis06/155-162},
      year = {2006}
    }
    
  4. R. S. Laramee and C. Garth. Stream Surfaces and Texture Advection: A Hybrid Metaphor for Visualization of CFD Simulation Results. In The 12th International Symposium on Flow Visualization (ISFV12), 2006, pp. 10–24.
    @inproceedings{lg06,
      author = {Laramee, Robert S. and Garth, Christoph},
      booktitle = {The 12th International Symposium on Flow Visualization
      		  (ISFV12)},
      keywords = {check},
      pages = {10--24},
      title = {Stream Surfaces and Texture Advection: A Hybrid Metaphor
      		  for Visualization of CFD Simulation Results},
      year = {2006}
    }
    
  5. H. Hagen and C. Garth. An Introduction to Tensors. In Visualization and Processing of Tensor Fields, J. Weickert and H. Hagen, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006, pp. 3–13. 10.1007/3-540-31272-2_1
    @inbook{hg06,
      address = {Berlin, Heidelberg},
      author = {Hagen, Hans and Garth, Christoph},
      booktitle = {Visualization and Processing of Tensor Fields},
      doi = {10.1007/3-540-31272-2_1},
      editor = {Weickert, Joachim and Hagen, Hans},
      isbn = {978-3-540-31272-7},
      pages = {3--13},
      publisher = {Springer Berlin Heidelberg},
      title = {An Introduction to Tensors},
      url = {https://doi.org/10.1007/3-540-31272-2_1},
      year = {2006}
    }
    
    Abstract: This chapter is a short introduction into tensor fields, some basic techniques from linear algebra, differential geometry and the mathematical concept of tensor fields are presented. The main goal of this chapter is to give readers from different backgrounds some fundamentals to access the research papers in the following chapters.
  6. S. Nowatschin, M. Bertram, and C. Garth. GPU-based simulation of cold air flow for environmental planning. In Proceedings of the 22nd Spring Conference on Computer Graphics, SCCG 2006, Casta-Papiernicka, Slovakia, April 20-22, 2006, 2006, pp. 191–198. 10.1145/2602161.2602184
    @inproceedings{nbg06,
      author = {Nowatschin, Stephan and Bertram, Martin and Garth, Christoph},
      booktitle = {Proceedings of the 22nd Spring Conference on Computer
      		  Graphics, {SCCG} 2006, Casta-Papiernicka, Slovakia, April
      		  20-22, 2006},
      doi = {10.1145/2602161.2602184},
      pages = {191--198},
      timestamp = {Thu, 28 Dec 2017 16:02:42 +0100},
      title = {GPU-based simulation of cold air flow for environmental
      		  planning},
      url = {http://doi.acm.org/10.1145/2602161.2602184},
      year = {2006},
      bdsk-url-2 = {https://doi.org/10.1145/2602161.2602184}
    }
    
2005
  1. A. Wiebel, C. Garth, and G. Scheuermann. Localized Flow Analysis of 2D and 3D Vector Fields. In EuroVis05: Joint Eurographics - IEEE VGTC Symposium on Visualization, Leeds, United Kingdom, 1-3 June 2005, 2005, pp. 143–150. 10.2312/VisSym/EuroVis05/143-150
    @inproceedings{wgs05,
      author = {Wiebel, Alexander and Garth, Christoph and Scheuermann, Gerik},
      booktitle = {EuroVis05: Joint Eurographics - {IEEE} {VGTC} Symposium on
      		  Visualization, Leeds, United Kingdom, 1-3 June 2005},
      doi = {10.2312/VisSym/EuroVis05/143-150},
      pages = {143--150},
      timestamp = {Wed, 17 May 2017 10:54:04 +0200},
      title = {Localized Flow Analysis of 2D and 3D Vector Fields},
      url = {https://doi.org/10.2312/VisSym/EuroVis05/143-150},
      year = {2005}
    }
    
  2. R. S. Laramee, C. Garth, H. Doleisch, J. Schneider, H. Hauser, and H. Hagen. Visual Analysis and Exploration of Fluid Flow in a Cooling Jacket. In 16th IEEE Visualization Conference, VIS 2005, Minneapolis, MN, USA, October 23-28, 2005, 2005, pp. 623–630. 10.1109/VISUAL.2005.1532850
    @inproceedings{lgds+05,
      author = {Laramee, Robert S. and Garth, Christoph and Doleisch, Helmut and Schneider, J{\"{u}}rgen and Hauser, Helwig and Hagen, Hans},
      booktitle = {16th {IEEE} Visualization Conference, {VIS} 2005,
      		  Minneapolis, MN, USA, October 23-28, 2005},
      doi = {10.1109/VISUAL.2005.1532850},
      pages = {623--630},
      timestamp = {Wed, 24 May 2017 08:29:20 +0200},
      title = {Visual Analysis and Exploration of Fluid Flow in a Cooling
      		  Jacket},
      url = {https://doi.org/10.1109/VISUAL.2005.1532850},
      year = {2005}
    }
    
  3. X. Tricoche, C. Garth, and G. Scheuermann. A fast and robust method for visualizing separation line features. Scientific Visualization: The Visual Extraction of Knowledge from Data, Bonneau G., Ertl T., Nielson G.,(Eds.). Springer Berlin, pp. 249–264, 2005.
    @article{tgs05,
      author = {Tricoche, Xavier and Garth, Christoph and Scheuermann, Gerik},
      journal = {Scientific Visualization: The Visual Extraction of
      		  Knowledge from Data, Bonneau G., Ertl T., Nielson
      		  G.,(Eds.). Springer Berlin},
      pages = {249--264},
      title = {A fast and robust method for visualizing separation line
      		  features},
      year = {2005}
    }
    
2004
  1. X. Tricoche, C. Garth, G. L. Kindlmann, E. Deines, G. Scheuermann, M. Rütten, and C. D. Hansen. Visualization of Intricate Flow Structures for Vortex Breakdown Analysis. In 15th IEEE Visualization 2004 Conference, VIS 2004, Austin, TX, USA, October 10-15, 2004, 2004, pp. 187–194. 10.1109/VISUAL.2004.113
    @inproceedings{tgkd+04,
      author = {Tricoche, Xavier and Garth, Christoph and Kindlmann, Gordon L. and Deines, Eduard and Scheuermann, Gerik and R{\"{u}}tten, Markus and Hansen, Charles D.},
      booktitle = {15th {IEEE} Visualization 2004 Conference, {VIS} 2004,
      		  Austin, TX, USA, October 10-15, 2004},
      doi = {10.1109/VISUAL.2004.113},
      pages = {187--194},
      timestamp = {Wed, 24 May 2017 08:29:20 +0200},
      title = {Visualization of Intricate Flow Structures for Vortex
      		  Breakdown Analysis},
      url = {https://doi.org/10.1109/VISUAL.2004.113},
      year = {2004}
    }
    
  2. C. Garth, X. Tricoche, T. Salzbrunn, T. Bobach, and G. Scheuermann. Surface Techniques for Vortex Visualization. In VisSym 2004, Symposium on Visualization, Konstanz, Germany, May 19-21, 2004, 2004, pp. 155–164, 346. 10.2312/VisSym/VisSym04/155-164
    @inproceedings{gtsb+04,
      author = {Garth, Christoph and Tricoche, Xavier and Salzbrunn, Tobias and Bobach, Tom and Scheuermann, Gerik},
      booktitle = {VisSym 2004, Symposium on Visualization, Konstanz,
      		  Germany, May 19-21, 2004},
      doi = {10.2312/VisSym/VisSym04/155-164},
      pages = {155--164, 346},
      timestamp = {Wed, 17 May 2017 10:54:04 +0200},
      title = {Surface Techniques for Vortex Visualization},
      url = {https://doi.org/10.2312/VisSym/VisSym04/155-164},
      year = {2004}
    }
    
  3. C. Garth, X. Tricoche, and G. Scheuermann. Tracking of Vector Field Singularities in Unstructured 3D Time-Dependent Datasets. In 15th IEEE Visualization 2004 Conference, VIS 2004, Austin, TX, USA, October 10-15, 2004, 2004, pp. 329–336. 10.1109/VISUAL.2004.107
    @inproceedings{gts04,
      author = {Garth, Christoph and Tricoche, Xavier and Scheuermann, Gerik},
      booktitle = {15th {IEEE} Visualization 2004 Conference, {VIS} 2004,
      		  Austin, TX, USA, October 10-15, 2004},
      doi = {10.1109/VISUAL.2004.107},
      pages = {329--336},
      timestamp = {Wed, 24 May 2017 08:29:21 +0200},
      title = {Tracking of Vector Field Singularities in Unstructured 3D
      		  Time-Dependent Datasets},
      url = {https://doi.org/10.1109/VISUAL.2004.107},
      year = {2004}
    }
    
  4. X. Tricoche, C. Garth, T. Bobach, G. Scheuermann, and M. Ruetten. Accurate and Efficient Visualization of Flow Structures in a Delta Wing Simulation. In 34th AIAA Fluid Dynamics Conference and Exhibit, American Institute of Aeronautics and Astronautics, 2004. doi:10.2514/6.2004-2153
    @inbook{tgbs+04,
      annote = {doi:10.2514/6.2004-2153},
      author = {Tricoche, Xavier and Garth, Christoph and Bobach, Tom and Scheuermann, Gerik and Ruetten, Markus},
      booktitle = {34th AIAA Fluid Dynamics Conference and Exhibit},
      doi = {doi:10.2514/6.2004-2153},
      month = {2018/09/10},
      publisher = {American Institute of Aeronautics and Astronautics},
      title = {Accurate and Efficient Visualization of Flow Structures in
      		  a Delta Wing Simulation},
      ty = {CHAP},
      url = {https://doi.org/10.2514/6.2004-2153},
      year = {2004}
    }
    
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